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karbalayghareh committed Feb 21, 2023
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18 changes: 17 additions & 1 deletion README.md
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# ENCODE-E2G
# ENCODE-E2G

## Install requirements

`conda create --name <env> --file requirements.txt`

## Run

You need three files to run ENCODE-E2G models:

- TSS file
- CRISPRi E-G (enhancer-gene) dataset
- Feature table

[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).

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.
1 change: 0 additions & 1 deletion data/feature_table/.~lock.model_ablation_encode_e2g.tsv#

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