diff --git a/Trained_networks/new/.DS_Store b/Trained_networks/new/.DS_Store deleted file mode 100644 index 673f769e0fc76575406e5f724b577a11c9eafebc..0000000000000000000000000000000000000000 Binary files a/Trained_networks/new/.DS_Store and /dev/null differ diff --git a/Trained_networks/new/model_1/FlowTestMask.pt b/Trained_networks/new/model_1/FlowTestMask.pt deleted file mode 100644 index 8f5e1eea9bcc35ed2fc229b468d0e261f675479a..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_1/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1629cbb711776a5b6a5bba914fbcd309d46a7c639baa9f10470c1a9c5526a132 -size 1815019 diff --git a/Trained_networks/new/model_1/cfg.yaml b/Trained_networks/new/model_1/cfg.yaml deleted file mode 100644 index 315e5eacdd5938df4d5ee244e68cc84ec5875ea7..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_1/cfg.yaml +++ /dev/null @@ -1,90 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {} - load_from_dir: null -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 70000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: false - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_1 diff --git a/Trained_networks/new/model_1/loss_dict.pickle b/Trained_networks/new/model_1/loss_dict.pickle deleted file mode 100644 index b9b7950903fd6630f9d9e90cd2191b476467a173..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_1/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:82695c1b5c43b71931b4bc416f49f4eb96b398c66b4d5dcba183041cae7b0c64 -size 8471969 diff --git a/Trained_networks/new/model_1/model_trained.pt b/Trained_networks/new/model_1/model_trained.pt deleted file mode 100644 index b946a4e7070bc0ec75ea26b11d2abf4f00fc86ab..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_1/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6f871645e0e215e207814e12d2096a0645db0fee5bcac057222a1741b68c5eec -size 149749 diff --git a/Trained_networks/new/model_1/optim.pt b/Trained_networks/new/model_1/optim.pt deleted file mode 100644 index 1eb35c4da969770c051d4069ad0023d0e3c33362..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_1/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6376fd04fc9f530116a2569403310e410b092d4afd8971073afd64bb2c17cb10 -size 298885 diff --git a/Trained_networks/new/model_10/FlowTestMask.pt b/Trained_networks/new/model_10/FlowTestMask.pt deleted file mode 100644 index aa399a005a2c3adfd8d55a1c8849ee36e39d5879..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_10/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:934a866860484354d39d0a724be95baed77f48cae93f16adb221635def3b7247 -size 1815884 diff --git a/Trained_networks/new/model_10/cfg.yaml b/Trained_networks/new/model_10/cfg.yaml deleted file mode 100644 index 911b64c83883971e86e5a1daf1773b2b7036e0ac..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_10/cfg.yaml +++ /dev/null @@ -1,94 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {weights_only: true} - load_from_dir: null - targets: {flow: flow, flow_mask: flow_mask, flow_weights: flow_weights, net_migration: net_migration, - net_migration_mask: net_migration_mask, net_migration_weights: net_migration_weights, - stock_diff: stock_diff, stock_diff_mask: stock_diff_mask, stock_diff_weights: stock_diff_weights, - stock_range: stock_range, stocks: stock} -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 100000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: false - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_10 diff --git a/Trained_networks/new/model_10/loss_dict.pickle b/Trained_networks/new/model_10/loss_dict.pickle deleted file mode 100644 index 53cccc010fc25361599103ae99ea24a19bdbb941..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_10/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9da0b69d74ff29e707a413b5a68eaaf2946b94d63ed7723660db8fd763ba61e8 -size 8471109 diff --git a/Trained_networks/new/model_10/model_trained.pt b/Trained_networks/new/model_10/model_trained.pt deleted file mode 100644 index 5569569a00bf6d00e35dba9c268de3fdf85b10fd..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_10/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2527ebd07e38ea28c2989abab47786b12b9ad36a22eeae0f1fe7485a4d1d6c64 -size 151095 diff --git a/Trained_networks/new/model_10/optim.pt b/Trained_networks/new/model_10/optim.pt deleted file mode 100644 index ee0f4b8352cf46ba5d83c672fc34583af44d8f30..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_10/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:53a92c42d73832a7ddf1bf3b4254ce6dc7d86ee513e1025a803611afe6ae5c02 -size 302951 diff --git a/Trained_networks/new/model_11/FlowTestMask.pt b/Trained_networks/new/model_11/FlowTestMask.pt deleted file mode 100644 index aa399a005a2c3adfd8d55a1c8849ee36e39d5879..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_11/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:934a866860484354d39d0a724be95baed77f48cae93f16adb221635def3b7247 -size 1815884 diff --git a/Trained_networks/new/model_11/cfg.yaml b/Trained_networks/new/model_11/cfg.yaml deleted file mode 100644 index cca29ed1fcee354b6fc375151c911c445e5f4c50..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_11/cfg.yaml +++ /dev/null @@ -1,94 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {weights_only: true} - load_from_dir: null - targets: {flow: flow, flow_mask: flow_mask, flow_weights: flow_weights, net_migration: net_migration, - net_migration_mask: net_migration_mask, net_migration_weights: net_migration_weights, - stock_diff: stock_diff, stock_diff_mask: stock_diff_mask, stock_diff_weights: stock_diff_weights, - stock_range: stock_range, stocks: stock} -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 100000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: false - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_11 diff --git a/Trained_networks/new/model_11/loss_dict.pickle b/Trained_networks/new/model_11/loss_dict.pickle deleted file mode 100644 index c3e457ac7b0bc80d7772a2d398f04cde2cc3e09c..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_11/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:709f4869a5c6fb39b86f90ba9802e53e0967eb9b7da67596c116f0327194dc21 -size 8471969 diff --git a/Trained_networks/new/model_11/model_trained.pt b/Trained_networks/new/model_11/model_trained.pt deleted file mode 100644 index 4153eb62a44a0ab44590bff4387749c8294b70c7..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_11/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:878bf9bfc938c5fe95d0699afbe048d6d3442e098fe29101eea5f8ab57053cea -size 151095 diff --git a/Trained_networks/new/model_11/optim.pt b/Trained_networks/new/model_11/optim.pt deleted file mode 100644 index 8fe745be7fd6865a5b818f82b0ea73e1ec25648b..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_11/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c6fa394902fb9d0e0de832ae2e7a3d094714c6300af4204386cbec412819882a -size 303143 diff --git a/Trained_networks/new/model_12/FlowTestMask.pt b/Trained_networks/new/model_12/FlowTestMask.pt deleted file mode 100644 index 4960895236b12c57a7d603954c15179e08c79a49..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_12/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5c5308462563e905d43ee926c006c2a3599a08b944a28f9fb7e65ee403c88eb1 -size 1815477 diff --git a/Trained_networks/new/model_12/cfg.yaml b/Trained_networks/new/model_12/cfg.yaml deleted file mode 100644 index ef70b54b66b8faa911fd9db24836316029e79572..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_12/cfg.yaml +++ /dev/null @@ -1,94 +0,0 @@ -BASE_PATH: ~/Projects/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {weights_only: true} - load_from_dir: null - targets: {flow: flow, flow_mask: flow_mask, flow_weights: flow_weights, net_migration: net_migration, - net_migration_mask: net_migration_mask, net_migration_weights: net_migration_weights, - stock_diff: stock_diff, stock_diff_mask: stock_diff_mask, stock_diff_weights: stock_diff_weights, - stock_range: stock_range, stocks: stock} -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 50000 - Random_sample_size: 100000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: 1.0 - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_13 diff --git a/Trained_networks/new/model_12/loss_dict.pickle b/Trained_networks/new/model_12/loss_dict.pickle deleted file mode 100644 index 74c3b4399c15858c3d772ea0124cfd23b57797f9..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_12/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:83ce8ae4608c53e813aa6c33a2d358e139fc3624a7c535d829c1593632c5f4e6 -size 8471969 diff --git a/Trained_networks/new/model_12/model_trained.pt b/Trained_networks/new/model_12/model_trained.pt deleted file mode 100644 index 44275773d12bfae23868fb71c9bfad2553237bfe..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_12/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:39abc0bd32c31c1020ea88d6a02068cb9978e2699697b24d5ba84c4526451852 -size 151095 diff --git a/Trained_networks/new/model_12/optim.pt b/Trained_networks/new/model_12/optim.pt deleted file mode 100644 index d93a0d8ecb39dc1ed18e617912ec575157aab022..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_12/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:cc292247d7144fafd83c8f0e2cb381f0db4d3b6b0942d06afb7752b1a0fa76cc -size 303143 diff --git a/Trained_networks/new/model_13/FlowTestMask.pt b/Trained_networks/new/model_13/FlowTestMask.pt deleted file mode 100644 index 4960895236b12c57a7d603954c15179e08c79a49..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_13/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5c5308462563e905d43ee926c006c2a3599a08b944a28f9fb7e65ee403c88eb1 -size 1815477 diff --git a/Trained_networks/new/model_13/cfg.yaml b/Trained_networks/new/model_13/cfg.yaml deleted file mode 100644 index ef70b54b66b8faa911fd9db24836316029e79572..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_13/cfg.yaml +++ /dev/null @@ -1,94 +0,0 @@ -BASE_PATH: ~/Projects/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {weights_only: true} - load_from_dir: null - targets: {flow: flow, flow_mask: flow_mask, flow_weights: flow_weights, net_migration: net_migration, - net_migration_mask: net_migration_mask, net_migration_weights: net_migration_weights, - stock_diff: stock_diff, stock_diff_mask: stock_diff_mask, stock_diff_weights: stock_diff_weights, - stock_range: stock_range, stocks: stock} -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 50000 - Random_sample_size: 100000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: 1.0 - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_13 diff --git a/Trained_networks/new/model_13/loss_dict.pickle b/Trained_networks/new/model_13/loss_dict.pickle deleted file mode 100644 index 99ce9e6b4b81007c0ad4949c480d3032414f8caa..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_13/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:ce5dd3928c2e4f34f8afee16a256e72ea9f28896a5fa02a1cd0031dbe40203bb -size 8471969 diff --git a/Trained_networks/new/model_13/model_trained.pt b/Trained_networks/new/model_13/model_trained.pt deleted file mode 100644 index 005ef7bfa489b372361326c261cd03dd3df0b911..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_13/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fb61b2b9ad09a66fdaa2c73f30014caa31982d40beebdaedd3b15aba91adb83f -size 151095 diff --git a/Trained_networks/new/model_13/optim.pt b/Trained_networks/new/model_13/optim.pt deleted file mode 100644 index 091eb442f24a9da8bd75a59c03adc832cc359664..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_13/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2fc273e3a697722fb00d4f438fd73a3518a090639b6efaf23d31fe2bcfd77ac0 -size 303143 diff --git a/Trained_networks/new/model_14/FlowTestMask.pt b/Trained_networks/new/model_14/FlowTestMask.pt deleted file mode 100644 index 4960895236b12c57a7d603954c15179e08c79a49..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_14/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5c5308462563e905d43ee926c006c2a3599a08b944a28f9fb7e65ee403c88eb1 -size 1815477 diff --git a/Trained_networks/new/model_14/cfg.yaml b/Trained_networks/new/model_14/cfg.yaml deleted file mode 100644 index 13659a508c972d07cf86ca5078c3801ee7476599..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_14/cfg.yaml +++ /dev/null @@ -1,94 +0,0 @@ -BASE_PATH: ~/Projects/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {weights_only: true} - load_from_dir: null - targets: {flow: flow, flow_mask: flow_mask, flow_weights: flow_weights, net_migration: net_migration, - net_migration_mask: net_migration_mask, net_migration_weights: net_migration_weights, - stock_diff: stock_diff, stock_diff_mask: stock_diff_mask, stock_diff_weights: stock_diff_weights, - stock_range: stock_range, stocks: stock} -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 50000 - Random_sample_size: 70000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: 1.0 - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_14 diff --git a/Trained_networks/new/model_14/loss_dict.pickle b/Trained_networks/new/model_14/loss_dict.pickle deleted file mode 100644 index 362d15e472bc0ca31c791ad40ba470ee7659a901..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_14/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0e310124b7f9f54231742a891a0539c0f21db5021b9167784438c6bd9ec1b64b -size 8471969 diff --git a/Trained_networks/new/model_14/model_trained.pt b/Trained_networks/new/model_14/model_trained.pt deleted file mode 100644 index 629e3411aab3407297e42c6c325b69d275b349bf..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_14/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a227884d05179d40c37d2ae272431176abf0a8fb7fa9b255651adb95544abcd1 -size 151095 diff --git a/Trained_networks/new/model_14/optim.pt b/Trained_networks/new/model_14/optim.pt deleted file mode 100644 index 4d14efdf3ad0f24ff71d9fe763120b0e624047ee..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_14/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e83accee818c39d692a7e360eefcc610ae45e89b9df3b5a7be1e170d0b44c420 -size 303143 diff --git a/Trained_networks/new/model_15/FlowTestMask.pt b/Trained_networks/new/model_15/FlowTestMask.pt deleted file mode 100644 index 4960895236b12c57a7d603954c15179e08c79a49..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_15/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5c5308462563e905d43ee926c006c2a3599a08b944a28f9fb7e65ee403c88eb1 -size 1815477 diff --git a/Trained_networks/new/model_15/cfg.yaml b/Trained_networks/new/model_15/cfg.yaml deleted file mode 100644 index 11c6d6fdf7e840ce9fbce2be32df46cfac42225c..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_15/cfg.yaml +++ /dev/null @@ -1,94 +0,0 @@ -BASE_PATH: ~/Projects/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {weights_only: true} - load_from_dir: null - targets: {flow: flow, flow_mask: flow_mask, flow_weights: flow_weights, net_migration: net_migration, - net_migration_mask: net_migration_mask, net_migration_weights: net_migration_weights, - stock_diff: stock_diff, stock_diff_mask: stock_diff_mask, stock_diff_weights: stock_diff_weights, - stock_range: stock_range, stocks: stock} -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 50000 - Random_sample_size: 70000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: 1.0 - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_15 diff --git a/Trained_networks/new/model_15/loss_dict.pickle b/Trained_networks/new/model_15/loss_dict.pickle deleted file mode 100644 index f16d2220578fabe0b7ce215abadcf8daf09ad07e..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_15/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2e814ab8a6527d5121c62cde2e858784bb4ad7f72eb5037ce4dc13032f1d4cac -size 7947177 diff --git a/Trained_networks/new/model_15/model_trained.pt b/Trained_networks/new/model_15/model_trained.pt deleted file mode 100644 index bc9da5dcd7784a68f0133ee82e35d05c3ad726bf..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_15/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3a00c1ff578808882f5a6393aabf8db0c70a7dc8376388693a7e78c3c1756568 -size 151095 diff --git a/Trained_networks/new/model_15/optim.pt b/Trained_networks/new/model_15/optim.pt deleted file mode 100644 index 4770696de6c2cb08a19d389cb20b9396847f3aee..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_15/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d73ee5289af3edd9b1ab85e4e968d1a30371ce67e7ce57776b1a4380861d5b10 -size 303143 diff --git a/Trained_networks/new/model_16/FlowTestMask.pt b/Trained_networks/new/model_16/FlowTestMask.pt deleted file mode 100644 index 8f5e1eea9bcc35ed2fc229b468d0e261f675479a..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_16/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1629cbb711776a5b6a5bba914fbcd309d46a7c639baa9f10470c1a9c5526a132 -size 1815019 diff --git a/Trained_networks/new/model_16/cfg.yaml b/Trained_networks/new/model_16/cfg.yaml deleted file mode 100644 index 726530f6ef3b666562a23e46dd773afbb41e6a3f..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_16/cfg.yaml +++ /dev/null @@ -1,90 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {} - load_from_dir: null -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 70000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: 1.0 - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_16 diff --git a/Trained_networks/new/model_16/loss_dict.pickle b/Trained_networks/new/model_16/loss_dict.pickle deleted file mode 100644 index 4ae528b80b254fdfc24e3df5335ee6028ca360ae..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_16/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1411e1423b2ad74e4802a3d77c355a20eaa6b14abe23bb7adca66152766cf3b1 -size 8471969 diff --git a/Trained_networks/new/model_16/model_trained.pt b/Trained_networks/new/model_16/model_trained.pt deleted file mode 100644 index 4c3dfd7b870b802a15b83abb5ed3db77d0421b7c..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_16/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:d53ef1a2a2d1336b73321bf28bcfa6bd5932430626791a5d321a91ee1ecdc750 -size 149749 diff --git a/Trained_networks/new/model_16/optim.pt b/Trained_networks/new/model_16/optim.pt deleted file mode 100644 index c50c9e387fd58edac6a8863984c2b0d4f76a3af2..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_16/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:f9cc8594143e4e9f51a306b2ae094fd4edcf2943d543f14561e9b5200081ca1e -size 298885 diff --git a/Trained_networks/new/model_17/FlowTestMask.pt b/Trained_networks/new/model_17/FlowTestMask.pt deleted file mode 100644 index 8f5e1eea9bcc35ed2fc229b468d0e261f675479a..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_17/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1629cbb711776a5b6a5bba914fbcd309d46a7c639baa9f10470c1a9c5526a132 -size 1815019 diff --git a/Trained_networks/new/model_17/cfg.yaml b/Trained_networks/new/model_17/cfg.yaml deleted file mode 100644 index 57df7adee5522cb84721dc563206255573e828ea..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_17/cfg.yaml +++ /dev/null @@ -1,90 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {} - load_from_dir: null -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 70000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: 1.0 - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_17 diff --git a/Trained_networks/new/model_17/loss_dict.pickle b/Trained_networks/new/model_17/loss_dict.pickle deleted file mode 100644 index 9d4ffb9fdadbd64ebe9bd780a6b6c0bdecc27be9..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_17/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:fbfa959497a371f0c790240b5b63a0ad5e14a00e5fb1564e47cb16ad2892e823 -size 8471969 diff --git a/Trained_networks/new/model_17/model_trained.pt b/Trained_networks/new/model_17/model_trained.pt deleted file mode 100644 index 9a9203d4d80361eeaefe1f63115f5d47e14cbfde..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_17/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:196db0c3b6c9e2f67dcfe4fe663b48c56c152adc71f4357854bbb521b51cbae0 -size 149749 diff --git a/Trained_networks/new/model_17/optim.pt b/Trained_networks/new/model_17/optim.pt deleted file mode 100644 index 5f179fc7fd70679240a54c6ec270aeb20d52c779..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_17/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:5aa41dfda41dee9cf2bbc019cd0e7f640e1f008929f5299ef8502f07ff4f3172 -size 298885 diff --git a/Trained_networks/new/model_18/FlowTestMask.pt b/Trained_networks/new/model_18/FlowTestMask.pt deleted file mode 100644 index 8f5e1eea9bcc35ed2fc229b468d0e261f675479a..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_18/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1629cbb711776a5b6a5bba914fbcd309d46a7c639baa9f10470c1a9c5526a132 -size 1815019 diff --git a/Trained_networks/new/model_18/cfg.yaml b/Trained_networks/new/model_18/cfg.yaml deleted file mode 100644 index 4cbb9250df700c85e077958dfb75432bb96004c0..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_18/cfg.yaml +++ /dev/null @@ -1,90 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {} - load_from_dir: null -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 70000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: 1.0 - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_18 diff --git a/Trained_networks/new/model_18/loss_dict.pickle b/Trained_networks/new/model_18/loss_dict.pickle deleted file mode 100644 index 76006326cd03928f76e0aa8a722382597f624f97..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_18/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4f257d47b9ea0d5edde5a70e8064296138956227b212eb53d6a4c6d80ba1dc4f -size 8471969 diff --git a/Trained_networks/new/model_18/model_trained.pt b/Trained_networks/new/model_18/model_trained.pt deleted file mode 100644 index b6b20fa5dc16a318efd554e20a7a4ed284882817..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_18/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b63fd9dddb476dca3de8ccb38b3d495df06aa351947e697a2728ad2c05c99a80 -size 149749 diff --git a/Trained_networks/new/model_18/optim.pt b/Trained_networks/new/model_18/optim.pt deleted file mode 100644 index 636ad0efaba1343d226f21a55cb417d847615a9f..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_18/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:29410b756a5f0c2ab0d0575f91131fed7fbd5adf0526932262875bfc30701375 -size 298885 diff --git a/Trained_networks/new/model_19/FlowTestMask.pt b/Trained_networks/new/model_19/FlowTestMask.pt deleted file mode 100644 index 8f5e1eea9bcc35ed2fc229b468d0e261f675479a..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_19/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1629cbb711776a5b6a5bba914fbcd309d46a7c639baa9f10470c1a9c5526a132 -size 1815019 diff --git a/Trained_networks/new/model_19/cfg.yaml b/Trained_networks/new/model_19/cfg.yaml deleted file mode 100644 index 948f0c6ff0dd9058a1605f43770b28b643d1fbb9..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_19/cfg.yaml +++ /dev/null @@ -1,90 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {} - load_from_dir: null -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 70000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: 1.0 - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_19 diff --git a/Trained_networks/new/model_19/loss_dict.pickle b/Trained_networks/new/model_19/loss_dict.pickle deleted file mode 100644 index 3207d707e3fda962146710c8e3fc55258471e8d5..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_19/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:57cf685972ecefd2b33e5799a965cc949530e79b182db237aa4f844178a5720d -size 8471969 diff --git a/Trained_networks/new/model_19/model_trained.pt b/Trained_networks/new/model_19/model_trained.pt deleted file mode 100644 index 08487e947e6b0c0b3f3c29482d5962139ba9f814..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_19/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:127a33de8fdced76e933d05aed425c6a67695c55f13ed3ce1bbf95ca5cf4ae0a -size 149749 diff --git a/Trained_networks/new/model_19/optim.pt b/Trained_networks/new/model_19/optim.pt deleted file mode 100644 index ecb1ab50d1e3b08e130f0aef2ad1669870f77270..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_19/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:bd9a78c164fee552c29455c8fa79983f7803a6e03e7508e28a47421f52fbaba5 -size 298885 diff --git a/Trained_networks/new/model_2/FlowTestMask.pt b/Trained_networks/new/model_2/FlowTestMask.pt deleted file mode 100644 index 8f5e1eea9bcc35ed2fc229b468d0e261f675479a..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_2/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1629cbb711776a5b6a5bba914fbcd309d46a7c639baa9f10470c1a9c5526a132 -size 1815019 diff --git a/Trained_networks/new/model_2/cfg.yaml b/Trained_networks/new/model_2/cfg.yaml deleted file mode 100644 index a285a4c28f7c7e7db780d9e92d69c0473ce16253..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_2/cfg.yaml +++ /dev/null @@ -1,90 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {} - load_from_dir: null -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 70000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: false - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_2 diff --git a/Trained_networks/new/model_2/loss_dict.pickle b/Trained_networks/new/model_2/loss_dict.pickle deleted file mode 100644 index 677321eb5b66768e1f0184bd21e81c478f43747a..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_2/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:450b16c52500cdabe64cd56cc7e720361fd5e6f3e5cd6ccc55bcda8b93c214b9 -size 8471969 diff --git a/Trained_networks/new/model_2/model_trained.pt b/Trained_networks/new/model_2/model_trained.pt deleted file mode 100644 index 957829eb413f00f73e9329877e7dce1b33a2e4ef..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_2/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1d023d9815ee1fa56c78aae0f2afa39891549366aca4dbb11f6526eea389814a -size 149749 diff --git a/Trained_networks/new/model_2/optim.pt b/Trained_networks/new/model_2/optim.pt deleted file mode 100644 index 2e1adfeadfbbbb69e99a82df7557973201fe8718..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_2/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4af9e381cfcab705f32f2a059f14a306318419e032b020fac4699aea40937a34 -size 298885 diff --git a/Trained_networks/new/model_20/FlowTestMask.pt b/Trained_networks/new/model_20/FlowTestMask.pt deleted file mode 100644 index aa399a005a2c3adfd8d55a1c8849ee36e39d5879..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_20/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:934a866860484354d39d0a724be95baed77f48cae93f16adb221635def3b7247 -size 1815884 diff --git a/Trained_networks/new/model_20/cfg.yaml b/Trained_networks/new/model_20/cfg.yaml deleted file mode 100644 index 18b34afbb7266c87bff0980973dc18783545febe..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_20/cfg.yaml +++ /dev/null @@ -1,94 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {weights_only: true} - load_from_dir: null - targets: {flow: flow, flow_mask: flow_mask, flow_weights: flow_weights, net_migration: net_migration, - net_migration_mask: net_migration_mask, net_migration_weights: net_migration_weights, - stock_diff: stock_diff, stock_diff_mask: stock_diff_mask, stock_diff_weights: stock_diff_weights, - stock_range: stock_range, stocks: stock} -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 100000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: 1.0 - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_15 diff --git a/Trained_networks/new/model_20/loss_dict.pickle b/Trained_networks/new/model_20/loss_dict.pickle deleted file mode 100644 index 7caf5ef1d469bd0ed9a8475c2f56dddac3f6b2c7..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_20/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:c4588b2f93913d0f9c944a20096830a0d884756e7c590d09c15314708d0c7b21 -size 8471969 diff --git a/Trained_networks/new/model_20/model_trained.pt b/Trained_networks/new/model_20/model_trained.pt deleted file mode 100644 index 0821c2bfb70f1a29386a5f7bcd48fdea4afe5b34..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_20/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:b97d1ac91b3496f69cbf2a89cc929b5eb2de7278619e851333b9b69d7a0ee1fe -size 151095 diff --git a/Trained_networks/new/model_20/optim.pt b/Trained_networks/new/model_20/optim.pt deleted file mode 100644 index 9cb8eb92c4d41f1fe8b789a75cbacbc4c4ed7eed..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_20/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8543cd4196f00726f2bba889860a5b96ad1e1566a2a46e66053ac811e4aefea3 -size 303143 diff --git a/Trained_networks/new/model_3/FlowTestMask.pt b/Trained_networks/new/model_3/FlowTestMask.pt deleted file mode 100644 index 8f5e1eea9bcc35ed2fc229b468d0e261f675479a..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_3/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1629cbb711776a5b6a5bba914fbcd309d46a7c639baa9f10470c1a9c5526a132 -size 1815019 diff --git a/Trained_networks/new/model_3/cfg.yaml b/Trained_networks/new/model_3/cfg.yaml deleted file mode 100644 index ff0e6d3e508ca46c28cb25183730773b03ac7be3..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_3/cfg.yaml +++ /dev/null @@ -1,90 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {} - load_from_dir: null -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 70000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: false - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_3 diff --git a/Trained_networks/new/model_3/loss_dict.pickle b/Trained_networks/new/model_3/loss_dict.pickle deleted file mode 100644 index 27913d69f7414a6e5e014e5e2a4793748226b8af..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_3/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4d8b581f4627ec136040cffdb81937fcbc3abd156ae6b423b29accc4e548b59a -size 8471969 diff --git a/Trained_networks/new/model_3/model_trained.pt b/Trained_networks/new/model_3/model_trained.pt deleted file mode 100644 index 1f1ac2b1626f604d8095abe84ed92ef4fd093369..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_3/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:cb95f0003472f91dca65923c697bd8b76fe4c451db87ceeacb03df501478f6d7 -size 149749 diff --git a/Trained_networks/new/model_3/optim.pt b/Trained_networks/new/model_3/optim.pt deleted file mode 100644 index 9f70d403f3f5d499a744cdd0063517404a6bcc2c..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_3/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:e83902feac1489b6288a4f561a4a7d8c0aa639736bcbdec8c11cc82df300c7ac -size 298885 diff --git a/Trained_networks/new/model_4/FlowTestMask.pt b/Trained_networks/new/model_4/FlowTestMask.pt deleted file mode 100644 index 8f5e1eea9bcc35ed2fc229b468d0e261f675479a..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_4/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:1629cbb711776a5b6a5bba914fbcd309d46a7c639baa9f10470c1a9c5526a132 -size 1815019 diff --git a/Trained_networks/new/model_4/cfg.yaml b/Trained_networks/new/model_4/cfg.yaml deleted file mode 100644 index 68efa45711d3c8cefe135da1aaac7be85aa59649..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_4/cfg.yaml +++ /dev/null @@ -1,90 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {} - load_from_dir: null -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 70000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: false - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_4 diff --git a/Trained_networks/new/model_4/loss_dict.pickle b/Trained_networks/new/model_4/loss_dict.pickle deleted file mode 100644 index 6756920dceccccda56902f4c70d33f4b110790a6..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_4/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a204d98817122cfc7d48d7045e10e1a1a40bc4d99979b2757b8b0b6a669058ac -size 8471969 diff --git a/Trained_networks/new/model_4/model_trained.pt b/Trained_networks/new/model_4/model_trained.pt deleted file mode 100644 index 6f6bf4051033946de27940ebb212eb13d4e60b04..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_4/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3f3c6e66d1cf61ecb999d866d1469e79caf836efcc51e9d9dae0c4e51835a73e -size 149749 diff --git a/Trained_networks/new/model_4/optim.pt b/Trained_networks/new/model_4/optim.pt deleted file mode 100644 index 587721a05107a8c45179433f72ffeec5dddbcc68..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_4/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0f2240741a5fdd2892b79bf5bb15f4ee6b346645972883aa3eaa63898040ff2d -size 298885 diff --git a/Trained_networks/new/model_5/FlowTestMask.pt b/Trained_networks/new/model_5/FlowTestMask.pt deleted file mode 100644 index aa399a005a2c3adfd8d55a1c8849ee36e39d5879..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_5/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:934a866860484354d39d0a724be95baed77f48cae93f16adb221635def3b7247 -size 1815884 diff --git a/Trained_networks/new/model_5/cfg.yaml b/Trained_networks/new/model_5/cfg.yaml deleted file mode 100644 index 8c1ea6fa4bd210e5c81d5202d12fb7eb8b3011e3..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_5/cfg.yaml +++ /dev/null @@ -1,95 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {weights_only: true} - load_from_dir: null - targets: {flow: flow, flow_mask: flow_mask, flow_weights: flow_weights, net_migration: net_migration, - net_migration_mask: net_migration_mask, net_migration_weights: net_migration_weights, - stock_diff: stock_diff, stock_diff_mask: stock_diff_mask, stock_diff_weights: stock_diff_weights, - stock_range: stock_range, stocks: stock} -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 100000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: false - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: with_QSFN -seed: 10 diff --git a/Trained_networks/new/model_5/loss_dict.pickle b/Trained_networks/new/model_5/loss_dict.pickle deleted file mode 100644 index 79ae6459ce25da13adf4dbbdd3303abae6b9c875..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_5/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:9bf49c53488ed24a3c5ab45f9e838e18ffe5332462094f6b5a89b9972335ad7d -size 8471109 diff --git a/Trained_networks/new/model_5/model_trained.pt b/Trained_networks/new/model_5/model_trained.pt deleted file mode 100644 index c59b27f5c30dbec1ec22099e9408681b3fd2de7c..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_5/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:959cc8a24baa500ec1ddf720979bfb3e41721acf0e40871e6382f9566408f62c -size 151095 diff --git a/Trained_networks/new/model_5/optim.pt b/Trained_networks/new/model_5/optim.pt deleted file mode 100644 index 4a3ddc915d9de7595d2200848158f8725b1c7922..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_5/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:612f9f89c9916f8d5eb8f4c2aff58718e97cdff20d96265cbd38d724d52dc22e -size 303143 diff --git a/Trained_networks/new/model_6/FlowTestMask.pt b/Trained_networks/new/model_6/FlowTestMask.pt deleted file mode 100644 index aa399a005a2c3adfd8d55a1c8849ee36e39d5879..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_6/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:934a866860484354d39d0a724be95baed77f48cae93f16adb221635def3b7247 -size 1815884 diff --git a/Trained_networks/new/model_6/cfg.yaml b/Trained_networks/new/model_6/cfg.yaml deleted file mode 100644 index 1eb7a24035b95761571b1c5306384700d227abc7..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_6/cfg.yaml +++ /dev/null @@ -1,94 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {weights_only: true} - load_from_dir: null - targets: {flow: flow, flow_mask: flow_mask, flow_weights: flow_weights, net_migration: net_migration, - net_migration_mask: net_migration_mask, net_migration_weights: net_migration_weights, - stock_diff: stock_diff, stock_diff_mask: stock_diff_mask, stock_diff_weights: stock_diff_weights, - stock_range: stock_range, stocks: stock} -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 100000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: false - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_6 diff --git a/Trained_networks/new/model_6/loss_dict.pickle b/Trained_networks/new/model_6/loss_dict.pickle deleted file mode 100644 index 81c744569325ce22346dcf586084c0a5fe922940..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_6/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4c4a6ecd67433bc28dc5dcd73c01ee3314a3fa31388951dac5c7e3b25d083666 -size 8471969 diff --git a/Trained_networks/new/model_6/model_trained.pt b/Trained_networks/new/model_6/model_trained.pt deleted file mode 100644 index 28f6415aea7f3a5c2b6107f86242aad2e8f515ab..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_6/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:beeb27a762402e29fd7d97048d5e67efaa21cf4da082f8a328424cf032c9b3e7 -size 151095 diff --git a/Trained_networks/new/model_6/optim.pt b/Trained_networks/new/model_6/optim.pt deleted file mode 100644 index eb1a2e3a689620cc393c59ace5bac39df494ecf9..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_6/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:8d177cf44407fec401981d0264029b8441f53d9a9e1f04075a102e087eb961c5 -size 303143 diff --git a/Trained_networks/new/model_7/FlowTestMask.pt b/Trained_networks/new/model_7/FlowTestMask.pt deleted file mode 100644 index aa399a005a2c3adfd8d55a1c8849ee36e39d5879..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_7/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:934a866860484354d39d0a724be95baed77f48cae93f16adb221635def3b7247 -size 1815884 diff --git a/Trained_networks/new/model_7/cfg.yaml b/Trained_networks/new/model_7/cfg.yaml deleted file mode 100644 index bc1b816d694a0a6fba7fa432d6909d66c6f1a24c..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_7/cfg.yaml +++ /dev/null @@ -1,94 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {weights_only: true} - load_from_dir: null - targets: {flow: flow, flow_mask: flow_mask, flow_weights: flow_weights, net_migration: net_migration, - net_migration_mask: net_migration_mask, net_migration_weights: net_migration_weights, - stock_diff: stock_diff, stock_diff_mask: stock_diff_mask, stock_diff_weights: stock_diff_weights, - stock_range: stock_range, stocks: stock} -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 100000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: false - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_7 diff --git a/Trained_networks/new/model_7/loss_dict.pickle b/Trained_networks/new/model_7/loss_dict.pickle deleted file mode 100644 index 0e0ddf064b20d1e6a352af23cd91e109b3a15393..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_7/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:4361f5c9b02106e8e409344903af2b2a50d2586920e07b20712fe7e333d855c2 -size 8471969 diff --git a/Trained_networks/new/model_7/model_trained.pt b/Trained_networks/new/model_7/model_trained.pt deleted file mode 100644 index b6a21bbf40298a555360fe1412b67976637ebbc4..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_7/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:6b14e3eefaebedd1cce68e71ae9d3150c86be2ea2d8cc1271f09ff0b0d9518df -size 151095 diff --git a/Trained_networks/new/model_7/optim.pt b/Trained_networks/new/model_7/optim.pt deleted file mode 100644 index 293f1208b3bb5a23af58141fc627803bf2efc68b..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_7/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:2d646416066575558f54c53c479f3b85744c6cf378135d836e3770eb7e8a35fe -size 303143 diff --git a/Trained_networks/new/model_8/FlowTestMask.pt b/Trained_networks/new/model_8/FlowTestMask.pt deleted file mode 100644 index aa399a005a2c3adfd8d55a1c8849ee36e39d5879..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_8/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:934a866860484354d39d0a724be95baed77f48cae93f16adb221635def3b7247 -size 1815884 diff --git a/Trained_networks/new/model_8/cfg.yaml b/Trained_networks/new/model_8/cfg.yaml deleted file mode 100644 index 95a9feb17167caf0e03de87a13c9d5484be3344a..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_8/cfg.yaml +++ /dev/null @@ -1,94 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {weights_only: true} - load_from_dir: null - targets: {flow: flow, flow_mask: flow_mask, flow_weights: flow_weights, net_migration: net_migration, - net_migration_mask: net_migration_mask, net_migration_weights: net_migration_weights, - stock_diff: stock_diff, stock_diff_mask: stock_diff_mask, stock_diff_weights: stock_diff_weights, - stock_range: stock_range, stocks: stock} -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 100000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: false - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_8 diff --git a/Trained_networks/new/model_8/loss_dict.pickle b/Trained_networks/new/model_8/loss_dict.pickle deleted file mode 100644 index ed9206eece684280b7c421feee59ca9ad47674c6..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_8/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:779e6ab58c6519d917aedaf0ec80ce4bbf9eee90e9d108d073a797fc7d0b9231 -size 8471969 diff --git a/Trained_networks/new/model_8/model_trained.pt b/Trained_networks/new/model_8/model_trained.pt deleted file mode 100644 index e0a2c86fc9413cbc3ed7b56dc1b424dc7435784a..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_8/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:3babd749090fc2a898d9e08fd425c3d7b38572fdb9d610e2de7870dfb1582fb3 -size 151095 diff --git a/Trained_networks/new/model_8/optim.pt b/Trained_networks/new/model_8/optim.pt deleted file mode 100644 index bfd40c338cfaa623a78f0204959fac95a94e3df2..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_8/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:67f208a69162a22c8c4415b31863cbb5374c70f68821dab565170291ccf742e4 -size 303143 diff --git a/Trained_networks/new/model_9/FlowTestMask.pt b/Trained_networks/new/model_9/FlowTestMask.pt deleted file mode 100644 index aa399a005a2c3adfd8d55a1c8849ee36e39d5879..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_9/FlowTestMask.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:934a866860484354d39d0a724be95baed77f48cae93f16adb221635def3b7247 -size 1815884 diff --git a/Trained_networks/new/model_9/cfg.yaml b/Trained_networks/new/model_9/cfg.yaml deleted file mode 100644 index d716bbb0700b1f4d6800416e39022b2c47cf21ec..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_9/cfg.yaml +++ /dev/null @@ -1,94 +0,0 @@ -BASE_PATH: ~/Migration_flows -Data_loading: - covariates: - - GDP_cap: - idx: [i, j, k] - path: input_covariates/GDP_cap - - GDP_growth: - idx: [i, j, k] - path: input_covariates/GDP_growth - - Trade: - idx: - - [j, k] - - [k, j] - path: input_covariates/Trade - - Population: - idx: [i, j, k] - path: input_covariates/Population - - Life_expectancy: - idx: [i, j, k] - path: input_covariates/Life_expectancy - - Birth_rate: - idx: [j, k] - path: input_covariates/Birth_rate - - Death_rate: - idx: [j, k] - path: input_covariates/Death_rate - - Distance: - idx: - - [j, k] - path: input_covariates/Distance - - Linguistic_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Linguistic_similarity - - Religious_similarity: - idx: - - [i, k] - - [j, k] - path: input_covariates/Religious_similarity - - Conflict_deaths: - idx: [j, k] - path: input_covariates/Conflict_deaths - - Refugees: - idx: - - [i, j] - - [i, k] - path: input_covariates/Refugees - - Colonial_ties: - idx: - - [i, k] - - [j, k] - path: input_covariates/Colonial_ties - - EU: - idx: [i, j, k] - path: input_covariates/EU - data_path: Data/Training_data - data_rescale: 1000.0 - load_args: {weights_only: true} - load_from_dir: null - targets: {flow: flow, flow_mask: flow_mask, flow_weights: flow_weights, net_migration: net_migration, - net_migration_mask: net_migration_mask, net_migration_weights: net_migration_weights, - stock_diff: stock_diff, stock_diff_mask: stock_diff_mask, stock_diff_weights: stock_diff_weights, - stock_range: stock_range, stocks: stock} -NeuralNet: - activation_funcs: - default: tanh - layer_specific: - -1: - args: [-12] - name: celu - biases: - default: [-1, 1] - latent_space_dim: 100 - learning_rate: 0.002 - nodes_per_layer: {default: 60} - num_layers: 7 - optimizer: Adam -Training: - Batch_size: 7 - Confidence_band: {flow: 0.01, net_migration: 0.01, stock: 0.01} - N_epochs: 100000 - Random_sample_size: 100000 - Rescaling: - flow: {lmbda: 0.5} - net_migration: {lmbda: 0.5} - stock: {lmbda: 0.5} - clip_grad_norm: 1.0 - flow_test_frac: 0.0 - weight_factors: {flow: 1, net_migration: 1, regulariser: 0, stock: 1} - write_every: 10 -device: cuda -dry_run: false -path_note: model_9 diff --git a/Trained_networks/new/model_9/loss_dict.pickle b/Trained_networks/new/model_9/loss_dict.pickle deleted file mode 100644 index 018685219d758e6a9c0b01747a7d4c94f3c63769..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_9/loss_dict.pickle +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:0f7c4911b8ec03e984c3000454aeb0fcebaf9926218c5becba71a82bf58f6de1 -size 8471969 diff --git a/Trained_networks/new/model_9/model_trained.pt b/Trained_networks/new/model_9/model_trained.pt deleted file mode 100644 index 91bc1ace8c7d7650f36f2889fcc37209e2778b3c..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_9/model_trained.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:38bcc3fd9dba1c98d24971d7daaa75a129527c1f6bf4ae11dcef4a73f915f730 -size 151095 diff --git a/Trained_networks/new/model_9/optim.pt b/Trained_networks/new/model_9/optim.pt deleted file mode 100644 index 6c0967f1b448ab498dce62a36dfc92d7f7567aed..0000000000000000000000000000000000000000 --- a/Trained_networks/new/model_9/optim.pt +++ /dev/null @@ -1,3 +0,0 @@ -version https://git-lfs.github.com/spec/v1 -oid sha256:a26e3115169f7ca34819c24c9c629e3b17a69c292c2e938af560d4c942174a3d -size 303143