Instructions to use Delower/dpp4-pic50-extra-trees with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Scikit-learn
How to use Delower/dpp4-pic50-extra-trees with Scikit-learn:
from huggingface_hub import hf_hub_download import joblib model = joblib.load( hf_hub_download("Delower/dpp4-pic50-extra-trees", "sklearn_model.joblib") ) # only load pickle files from sources you trust # read more about it here https://skops.readthedocs.io/en/stable/persistence.html - Notebooks
- Google Colab
- Kaggle
Download fda.csv from Delower/dpp4-pic50-extra-trees: direct link, hf CLI and curl.
- Browser
- Download file 1.1 kB
-
https://huggingface.co/Delower/dpp4-pic50-extra-trees/resolve/main/fda.csv
- Command line
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hf download hf://Delower/dpp4-pic50-extra-trees/fda.csv
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curl -L -o fda.csv https://huggingface.co/Delower/dpp4-pic50-extra-trees/resolve/main/fda.csv
1.1 kB
| compound,predicted_pIC50,predicted_IC50_nM,predicted_class,wetlab_pIC50,wetlab_IC50_nM,error_pIC50 | |
| Alogliptin,8.480525493621826,3.307306971895127,potent,8.12,7.5,0.36052549362182695 | |
| Saxagliptin,6.8437246322631715,143.30962769129226,moderate,8.82,1.5,-1.9762753677368288 | |
| Teneligliptin,7.408114433288574,39.073792575934895,potent,9.4,0.4,-1.9918855667114261 | |
| Vildagliptin,8.359851646423328,4.366649700939099,potent,7.47,34.0,0.8898516464233284 | |
| Anagliptin,8.481486320495605,3.2999980215445857,potent,8.42,3.8,0.06148632049560554 | |
| Evogliptin,9.284317970275879,0.5196154189213348,potent,9.18,0.67,0.10431797027587919 | |
| Gemigliptin,8.387216567993164,4.0999959904578365,potent,7.8,16.0,0.5872165679931642 | |
| Gosogliptin,6.966924508412684,107.91342873122154,moderate,,, | |
| Linagliptin,8.86998610496521,1.3490060426750026,potent,9.85,0.14,-0.980013895034789 | |
| Omarigliptin,8.634363492329927,2.320793543985392,potent,8.8,1.6,-0.1656365076700741 | |
| Sitagliptin,7.847685654958098,14.200850161407208,potent,7.74,18.0,0.10768565495809757 | |
| Trelagliptin,8.641998291015625,2.280351045350992,potent,8.89,1.3,-0.24800170898437557 | |