LFhase

Learning_CS224w

My approach to CS224w [AT] Stanford 2019 : )

CIGA

[NeurIPS 2022] Learning Causally Invariant Representations for Out-of-Distribution Generalization on Graphs

PAIR

[ICLR 2023, ICLR DG oral] PAIR, the optimizer and model selection criteria for OOD Generalization

GIA-HAO

[ICLR 2022] Understanding and Improving Graph Injection Attack by Promoting Unnoticeability

FeAT

[NeurIPS 2023] Understanding and Improving Feature Learning for Out-of-Distribution Generalization

GALA

[NeurIPS 2023] Does Invariant Graph Learning via Environment Augmentation Learn Invariance?

Learning_CS224N

My approach to CS224n [AT] Stanford 2019Winter -- Natural Language Processing with Deep Learning. 💡

GOOD

[SOTA results in GOOD benchmark🚀] CIGA Implementation under GOOD Benchamrk

LFhase.github.io

personal website

DI-star

OpenDILab Decision AI in StarCraftII

awesome-causality-algorithms

An index of algorithms for learning causality with data

2019-scalingattack

Image-Scaling Attacks and Defenses

awesome-DrugAI

Research repo for AI aided drug discovery, de novo drug development and related topics

awesome-graph-ood

Papers about out-of-distribution generalization on graphs.

DomainBed

DomainBed is a suite to test domain generalization algorithms

DrugOOD

OOD Dataset Curator and Benchmark for AI-aided Drug Discovery

fish

Official implementation of paper Gradient Matching for Domain Generalization

Generalization-Causality

关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

graph-adversarial-learning-literature

A curated list of adversarial attacks and defenses papers on graph-structured data.

interpretable-ml-book

Book about interpretable machine learning

InterpretEval

Interpretable Evaluation for (Almost) All NLP Tasks

InvarianceUnitTests

Toy datasets to evaluate algorithms for domain generalization and invariance learning.

LFhase

ott

pytorch-styleguide

An unofficial styleguide and best practices summary for PyTorch

Recognizers-Text

Microsoft.Recognizers.Text provides recognition and resolution of numbers, units, and date/time expressed in multiple languages (ZH, EN, FR, ES, PT, DE, IT, TR, HI. Partial support for NL, JA, KO, SV). Contributions are greatly welcome! Packages are available at https://www.nuget.org/profiles/Recognizers.Text and https://www.npmjs.com/~recognizers.text

StarCraft

Implementations of QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II

string-embed

😆 string embed for fast edit distance computation, codes for Convolutional Embedding for Edit Distance.

wikitextprocessor

Python package for WikiMedia dump processing (Wiktionary, Wikipedia etc). Wikitext parsing, template expansion, Lua module execution. For data extraction, bulk syntax checking, error detection, and offline formatting.

Workarounds-for-ARM-mac

This repository describes how I get most of my configurations work on the new Apple Silicon Mac