costume24

DRL-Pytorch

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

cake

Distributed LLM inference for mobile, desktop and server.

GLM-4

GLM-4 series: Open Multilingual Multimodal Chat LMs | 开源多语言多模态对话模型

causalml

Uplift modeling and causal inference with machine learning algorithms

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

KDD23_EFIN

Experiments codes for SIGKDD '23 paper "Explicit Feature Interaction-aware Uplift Network for Online Marketing"

adaptive-inertia-adai

[ICML 2022, Oral] The PyTorch Implementation of Adaptive Inertia Methods. The algorithms are based on our paper: "Adaptive Inertia: Disentangling the Effects of Adaptive Learning Rate and Momentum".

llama-moe

⛷️ LLaMA-MoE: Building Mixture-of-Experts from LLaMA with Continual Pre-training

Algorithmic-Game-Theory

twenty lectures on algorithmic game theory

game-theory-coursera

Lecture Slides, Notes and Problem Set Answers to the Game Theory course on Coursera by Stanford University and The University of British Columbia

stanford-game-theory-notes-zh

📖斯坦福博弈论中文笔记

python_spider_douban

Designed and implemented a Python-based crawler for data manipulation and analysis. Using the Selenium webdriver and Tkinter framework, I incorporated multi-threading techniques and a graphical user interface to enhance human interaction.

Reco-papers

Classic papers and resources on recommendation

kaggle-cloud

ml

kkndme_tianya

天涯 kkndme 神贴聊房价

dien

PaddleRec

Recommendation Algorithm大规模推荐算法库，包含推荐系统经典及最新算法LR、Wide&Deep、DSSM、TDM、MIND、Word2Vec、Bert4Rec、DeepWalk、SSR、AITM，DSIN，SIGN，IPREC、GRU4Rec、Youtube_dnn、NCF、GNN、FM、FFM、DeepFM、DCN、DIN、DIEN、DLRM、MMOE、PLE、ESMM、ESCMM, MAML、xDeepFM、DeepFEFM、NFM、AFM、RALM、DMR、GateNet、NAML、DIFM、Deep Crossing、PNN、BST、AutoInt、FGCNN、FLEN、Fibinet、ListWise、DeepRec、ENSFM，TiSAS，AutoFIS等，包含经典推荐系统数据集criteo 、movielens等

multi-task-learning-example

A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

Cpp_Primer_Practice

搞定C++:punch:。C++ Primer 中文版第5版学习仓库，包括笔记和课后练习答案。

EspExceptionDecoder

Exception Stack Trace Decoder for ESP8266 and ESP32

Arduino

ESP8266 core for Arduino

HoloCubic

带网络功能的伪全息透明显示桌面站

Cpp_Primer_Answers

《C++ Primer》第五版中文版习题答案

Programming_learning_resource

学习计算机科学的一些pdf资源

Multitask

The project including MMOE, SNR_trans, SNR_avg, PLE, etc implemented by pytorch.

ml

经典机器学习算法的极简实现

deep-ctr-prediction

CTR prediction models based on deep learning(基于深度学习的广告推荐CTR预估模型)

esearch-ctcvr-prediction

This project is designed to provide smart sorting service for www.gearbest.com by implementing ESMM deep learning model

Paddle

PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）