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Guangsi SHI's Projects

a-nice-mc icon a-nice-mc

Code for "A-NICE-MC: Adversarial Training for MCMC"

ailearning icon ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

airs icon airs

Artificial Intelligence for Science (AIRS)

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

ans-gt icon ans-gt

Pytorch implementation of NeurIPS'22 paper "Hierarchical Graph Transformer with Adaptive Node Sampling"

apollo icon apollo

An open autonomous driving platform

apollo-1 icon apollo-1

百度的自动驾驶平台Apollo项目-学习

arimax icon arimax

Understanding ARIMAX modeling in Python.

auto-pytorch icon auto-pytorch

Automatic architecture search and hyperparameter optimization for PyTorch

awesome-cs-books icon awesome-cs-books

经典编程书籍大全,涵盖:计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

awesome-deep-graph-anomaly-detection icon awesome-deep-graph-anomaly-detection

Awesome graph anomaly detection techniques built based on deep learning frameworks. Collections of commonly used datasets, papers as well as implementations are listed in this github repository. We also invite researchers interested in anomaly detection, graph representation learning, and graph anomaly detection to join this project as contributors

awesome-llm icon awesome-llm

Awesome-LLM: a curated list of Large Language Model

awesome-nas icon awesome-nas

A curated list of neural architecture search (NAS) resources.

awesome_bigdata_ai_drugdiscovery icon awesome_bigdata_ai_drugdiscovery

A collection of resources useful for leveraging big data and AI for drug discovery. It mainly serves as an orientation for new lab folks. It may be biased towards my lab interest.

basicts icon basicts

An Open Source Standard Time Series Forecasting Benchmark.

bayesian-torch icon bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

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