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2644556969.github.io

Github Web on AI

ai-metrics

An open source project to document AI progress through data.

ai-pilot

This is a pilot project to learn and practice AI skill and improve the AI capabilities , try to leverage AI capabilities in smart city applications

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

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-reinforcement-learning-zh

中文整理的强化学习资料（Reinforcement Learning）

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

compression

Yale Senior Project: Model Compression for Faster Inference Using Homomorphic Encryption

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. 🔥

fate

An Industrial Grade Federated Learning Framework

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.

geneticalgorithm

遗传算法的JS实现

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

lstnet

machine_learning_model

机器学习基本模型算法介绍(附加案例)

ml2021-spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2021 Spring

ml2022-spring

mlops

MLOps examples

model_optimizer

Model optimizer used in Adlik.