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ai-and-competition

这里用来存储做人工智能项目的代码和参加数据挖掘比赛的代码

ai-recommendersystem

该仓库尝试整理推荐系统领域的一些经典算法模型

ai_tutorial

精选机器学习，NLP，图像识别， 深度学习等人工智能领域学习资料，搜索，推荐，广告系统架构及算法技术资料整理。算法大牛笔记汇总

algorithm-practice-in-industry

搜索、推荐、广告、用增等工业界实践文章收集（来源：知乎、Datafuntalk、技术公众号）

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

anomaly-reactionrl

Using RL for anomaly detection in NSL-KDD

autogluon

awesome-anomaly-detection

A curated list of awesome anomaly detection resources

awesome-go

A curated list of awesome Go frameworks, libraries and software

awesome-go-zh

:books: Go资源精选中文版(含中文图书大全)

awesome-imbalanced-learning

Everything about class-imbalanced/long-tail learning: papers, codes, frameworks, and libraries | 有关类别不平衡/长尾学习的一切：论文、代码、框架与库

awesome-recsys

A curated list of awesome Recommender System (Books, Conferences, Researchers, Papers, Github Repositories, Useful Sites, Youtube Videos)

awesome-reinforcement-learning-lib

GitHub's code repository is all you need

colab_ltv

contrastive-clustering

Code for the paper "Contrastive Clustering" (AAAI 2021)

deep-reinforcement-learning-algorithms-with-pytorch

Clean, Robust, and Unified PyTorch implementation of popular DRL Algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

deepctr

Easy-to-use,Modular and Extendible package of deep-learning based CTR models .

deeprec

DeepRec is a high-performance recommendation deep learning framework based on TensorFlow. It is hosted in incubation in LF AI & Data Foundation.

deeprl

Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone

dplan-implementation

Paper Implementation

dplan_pytorch

This repository contains an implementation of an anomaly detection method called DPLAN, which is based on the reinforcement learning framework. The method is described in the paper "Toward Deep Supervised Anomaly Detection: Reinforcement Learning from Partially Labeled Anomaly Data" by Pang et al.

easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

easyrec

A framework for large scale recommendation algorithms.

go-study-index

Go 语言学习资料索引

hands-on-rl

https://hrl.boyuai.com/

highwayenv

A minimalist environment for decision-making in autonomous driving

libpku

贵校课程资料民间整理

limu

machine-learning-notes

周志华《机器学习》手推笔记