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An awesome collection of causality-inspired graph neural networks.

103 9 Updated Nov 30, 2024

Causal Discovery in Python. Learning causality from data.

Python 1,574 247 Updated Mar 27, 2026

教材 Causal Inference: What if 的编译和解读!

Jupyter Notebook 36 9 Updated May 16, 2020
Python 12 3 Updated Jul 1, 2024

Mediated Expression Score Regression (MESC)

Python 28 9 Updated Nov 4, 2025

A package for running MR In batches and in parallel quickly

R 309 29 Updated Jul 25, 2025

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Jupyter Notebook 17,575 4,844 Updated Feb 11, 2026

A resource for learning about Machine learning & Deep Learning

Python 8,412 2,790 Updated Aug 17, 2024

PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍

Jupyter Notebook 1,468 313 Updated Nov 23, 2020

List of papers about Proteins Design using Deep Learning

1,915 217 Updated Apr 4, 2026

为GPT/GLM等LLM大语言模型提供实用化交互接口,特别优化论文阅读/润色/写作体验,模块化设计,支持自定义快捷按钮&函数插件,支持Python和C++等项目剖析&自译解功能,PDF/LaTex论文翻译&总结功能,支持并行问询多种LLM模型,支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…

Python 70,354 8,387 Updated Jan 25, 2026

✨ Light and Fast AI Assistant. Support: Web | iOS | MacOS | Android | Linux | Windows

TypeScript 87,615 59,911 Updated Dec 2, 2025

为机器学习的入门者提供多种基于实例的sklearn、TensorFlow以及自编函数(AnFany)的ML算法程序。

Python 437 248 Updated Oct 16, 2021

An VGAE implementation using pytorch geometric.

Python 49 3 Updated Jun 6, 2020

This repository implements variational graph auto encoder by Thomas Kipf.

Python 421 75 Updated Sep 20, 2021

A VGAE-based model to infer transcription factor regulatory network

Python 28 4 Updated Jul 25, 2022

This is an open-source toolkit for Heterogeneous Graph Neural Network(OpenHGNN) based on DGL.

Python 968 164 Updated Sep 22, 2025
R 203 39 Updated Dec 24, 2023

Molecular QTL analysis protocol developed by ADSP Functional Genomics Consortium

Jupyter Notebook 47 52 Updated Mar 31, 2026

LD Score Regression (LDSC)

Python 772 367 Updated Jan 16, 2026

GCTA software

C++ 107 31 Updated Jul 9, 2025

Separating the direct effects of risk factors for atherosclerotic cardiovascular disease from those mediated by type 2 diabetes

R 18 6 Updated Mar 12, 2023

Using SHAP values as feature selection mechanism

Python 22 5 Updated May 15, 2022

A game theoretic approach to explain the output of any machine learning model.

Jupyter Notebook 25,236 3,531 Updated Apr 5, 2026
Python 4 1 Updated Apr 10, 2022

Detecting genome structural variants with deep learning in single molecule sequencing

Python 115 12 Updated Apr 9, 2025

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch:入门与实战》)

Jupyter Notebook 12,828 3,757 Updated Dec 24, 2023
R 4 1 Updated Mar 23, 2023
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