2644556969's repositories
AI-metrics
An open source project to document AI progress through data.
awesome-production-machine-learning
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
annotated_deep_learning_paper_implementations
🧑🏫 50! 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, ... 🧠
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
Book-Mathmatical-Foundation-of-Reinforcement-Learning
This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."
Bottom-up-Clustering-Person-Re-identification
A Bottom-Up Clustering Approach to Unsupervised Person Re-identification, AAAI 2019 (Oral)
chatgpt-on-wechat
使用ChatGPT搭建微信聊天机器人，基于OpenAI API和itchat实现。Wechat robot based on ChatGPT, which using OpenAI api and itchat library.
CityLearn
Official reinforcement learning environment for demand response and load shaping
Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Deformable-DETR
Deformable DETR: Deformable Transformers for End-to-End Object Detection.
EASYChatGPT
This is an application project of 'chatgpt',only applicable to desktop environment.
Efficient-Deep-Learning
Collection of recent methods on (deep) neural network compression and acceleration.
ElegantRL
Cloud-native Deep Reinforcement Learning. 🔥
FedLab
A flexible Federated Learning Framework based on PyTorch, simplifying your Federated Learning research.
FedLab-benchmarks
Standard federated learning implementations in FedLab and FL benchmarks.
gym-anm
Design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution networks.
HSAKD
[IJCAI-2021] Official implementation of Hierarchical Self-supervised Augmented Knowledge Distillation
learning-nlp
nlp in action
ML2021-Spring
**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring
MLOps
MLOps examples
model_optimizer
Model optimizer used in Adlik.
PocketFlow
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
reinforcement-learning-an-introduction
Python Implementation of Reinforcement Learning: An Introduction
RL-Algorithms-by-Pytorch
Clean and robust implementations of Reinforcement Learning algorithms by Pytorch
sphinx-gallery
Sphinx extension for automatic generation of an example gallery
stanford_alpaca
Code and documentation to train Stanford's Alpaca models, and generate the data.
TD3-BipedalWalkerHardcore-v2
Solve BipedalWalkerHardcore-v2 with TD3
torchdistill
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆20 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.