Yuning You commited on
Commit ·
e200ae3
1
Parent(s): eaae86c
update
Browse files
README.md
CHANGED
|
@@ -16,7 +16,7 @@ tags:
|
|
| 16 |
This is the PyTorch implementation of the CI-FM model -- an AI model that can simulate the activities within a living tissue (AI virtual tissue).
|
| 17 |
The current version of CI-FM has 138M parameters and is trained on around 23M cells of spatial genomics. The signature functions of CI-FM are:
|
| 18 |
- **Embedding** of celllular microenvironments via ```embeddings = model.embed(adata)``` (1st Figure below panel D top);
|
| 19 |
-
- **Inference** of cellular gene expressions within a certain microenvironment via ```expressions = model.predict_cells_at_locations(adata, target_locs)``` (1st Figure below panel D bottom, and 2nd Figure below).
|
| 20 |
|
| 21 |
The detailed usage of the model can be found in the [tutorial](https://huggingface.co/ynyou/CIFM/blob/main/test.ipynb).
|
| 22 |
Before running the tutorial, please set up an environment following the [environment instruction](https://huggingface.co/ynyou/CIFM#environment).
|
|
|
|
| 16 |
This is the PyTorch implementation of the CI-FM model -- an AI model that can simulate the activities within a living tissue (AI virtual tissue).
|
| 17 |
The current version of CI-FM has 138M parameters and is trained on around 23M cells of spatial genomics. The signature functions of CI-FM are:
|
| 18 |
- **Embedding** of celllular microenvironments via ```embeddings = model.embed(adata)``` (1st Figure below panel D top);
|
| 19 |
+
- **Inference/simulation** of cellular gene expressions within a certain microenvironment via ```expressions = model.predict_cells_at_locations(adata, target_locs)``` (1st Figure below panel D bottom, and 2nd Figure below).
|
| 20 |
|
| 21 |
The detailed usage of the model can be found in the [tutorial](https://huggingface.co/ynyou/CIFM/blob/main/test.ipynb).
|
| 22 |
Before running the tutorial, please set up an environment following the [environment instruction](https://huggingface.co/ynyou/CIFM#environment).
|