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# ENCODE-E2G | ||
# ENCODE-E2G | ||
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## Install requirements | ||
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`conda create --name <env> --file requirements.txt` | ||
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## Run | ||
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You need three files to run ENCODE-E2G models: | ||
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- TSS file | ||
- CRISPRi E-G (enhancer-gene) dataset | ||
- Feature table | ||
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[tss](https://github.com/karbalayghareh/ENCODE-E2G/tree/main/tss) contains the TSS file we have used. [crispri](https://github.com/karbalayghareh/ENCODE-E2G/tree/main/data/crispri) has the CRISPRi datasets for training the ENCODE-E2G and ENCODE-E2G_Extended models. Feature tables are binary matrices which specify the features to be used in each model. We have included the the full and ablated models of ENCODE-E2G and ENCODE-E2G_Extended in [feature_table](https://github.com/karbalayghareh/ENCODE-E2G/tree/main/data/feature_table). | ||
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This [demo](https://github.com/karbalayghareh/ENCODE-E2G/blob/main/demo.ipynb) file show step-by-step how to run the ENCODE-E2G models, save them, predict the CRISPRi E-G pair, plot the analysis figures, and perform the genome-wide predictions for the provided E-G pairs for every ENCODE cell types. |
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