openkinome / kinoml

Structure-informed machine learning for kinase modeling
https://openkinome.org/kinoml/
MIT License
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Refactor ligand-based models into a library-like project #6

Closed jaimergp closed 4 years ago

jaimergp commented 4 years ago

Description

This PR aims to refactor @t-kimber's scripts for ligand-based models into a library-consumable infrastructure.

Todos

Library:

Scripts/workflows:

Status

Ligand

Class Docstrings Tests
Morgan :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
SMILES :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
Graph :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:

Protein

Class Docstrings Tests
Hash :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
Composition :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:
Sequence :heavy_check_mark: :heavy_check_mark: :heavy_check_mark:

Models

Class Docstrings Tests
XGB :x: :x: :x:
DNN :heavy_check_mark: :heavy_check_mark: :x:
CNN :heavy_check_mark: :heavy_check_mark: :x:
MPNN :x: :x: :x:
t-kimber commented 4 years ago

For ChEMBL22 workflow:

jaimergp commented 4 years ago

Superseded by #8