Datasets

Name Download
HDF list (experimentally verified and predicted HDF candidates) HDF_list.xlsx
Training dataset and independent test set train_and_test.tar.gz

Complex enrichment analysis

Name Download
List of complexes enriched with the 2,001 HDFs Complex_list1.xlsx
List of complexes enriched with 1,144 experimentally known HDFs Complex_list2.xlsx

Software

HDFP (2020-08-18)

Download links: HDFP.tar.gz   README   GIANT_feature_matrix.txt.tar.gz

Command Line Interface Overview

USAGE

python HDFP.py   [-i]  [-o]  [-d]  [-h]

Example:   python HDFP.py -i example.id -o example_result -d GIANT_feature_matrix.txt

OPTIONAL ARGUMENTS

-i The file contains Entrez Gene ID of test data.

-oThe file contains the result of prediction.

-dGIANT matrix. Note that if you want to predict, this file must be downloaded from our website. The file size is about 7G.

-hPrint USAGE, DESCRIPTION and ARGUMENT messages.

DESCRIPTION

Name:    HDFP

Version:    1.0

Update Time:    2020-08-18


  

Dependencies

· Python3.6 or newer, https://www.python.org/

· Python packages


$ pip install -U scikit-learn == 0.21

$ pip install pandas == 0.24

$ pip install numpy == 1.16

$ pip install scipy == 1.3

$ pip install joblib == 0.13