nacoyang

CD

"Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?"

treeFarms

Trees FAst RashoMon Sets

run

润学全球官方指定GITHUB，整理润学宗旨、纲领、理论和各类润之实例；解决为什么润，润去哪里，怎么润三大问题； 并成为新**人的核心宗教，核心信念。

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

CARLA

CARLA: A Python Library to Benchmark Algorithmic Recourse and Counterfactual Explanation Algorithms

DouZero

[ICML 2021] DouZero: Mastering DouDizhu with Self-Play Deep Reinforcement Learning | 斗地主AI

PrivateDeepLearning

Differential Privacy Preservation in Deep Learning under Model Attacks

AIJack

Security and Privacy Risk Simulator for Machine Learning (arXiv:2312.17667)

DP-MIA

Differential Privacy Protection against MembershipInference Attack on Machine Learning for Genomic Data

MemGuard

mia

A library for running membership inference attacks against ML models

DIG

A library for graph deep learning research

natural-language-joint-query-search

Search photos on Unsplash based on OpenAI's CLIP model, support search with joint image+text queries and attention visualization.

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

umbrella_sampling

setting up and analysing PMFs

usample

Umbrella sampler

tods

TODS: An Automated Time-series Outlier Detection System

rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

iin

A Disentangling Invertible Interpretation Network

DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

innvestigate

A toolbox to iNNvestigate neural networks' predictions!

xai

XAI - An eXplainability toolbox for machine learning

AIX360

Interpretability and explainability of data and machine learning models

Tabular-data-generation

We well know GANs for success in the realistic image generation. However, they can be applied in tabular data generation. We will review and examine some recent papers about tabular GANs in action.

TGAN

Generative adversarial training for generating synthetic tabular data.

deepscm

Repository for Deep Structural Causal Models for Tractable Counterfactual Inference

TrojanNet

interpret-community

Interpret Community extends Interpret repository with additional interpretability techniques and utility functions to handle real-world datasets and workflows.

IBD

IBD: Interpretable Basis Decomposition for Visual Explanation

PySimpleGUI

Python GUIs for Humans! PySimpleGUI is the top-rated Python application development environment. Launched in 2018 and actively developed, maintained, and supported in 2024. Transforms tkinter, Qt, WxPython, and Remi into a simple, intuitive, and fun experience for both hobbyists and expert users.