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1dshallred

Config files for my GitHub profile.

air-quality-prediction

2021年研究生数学建模竞赛B题，全国二等奖，空气质量预报二次建模，时间序列数据分析与回归预测。Time Series Prediction&Air Quality Prediction.

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-deep-rl

For deep RL and the future of AI.

awesome-image-registration

image registration related books, papers, videos, and toolboxes

cikm-2019-analyticup

1st Solution for 2019-CIKM-Analyticup: Efficient and Novel Item Retrieval for Large-scale Online Shopping Recommendation

competition_baselines

开源的各大比赛baseline

data

deeprl

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

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

easy-rl

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

efficient_xlight

Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".

elegantrl

Lightweight and scalable deep reinforcement learning using PyTorch. 🔥

gpt2-newstitle

Chinese NewsTitle Generation Project by GPT2.带有超级详细注释的中文GPT2新闻标题生成项目。

gpt2-summary

基于GPT2的中文摘要生成模型

ipdalight

IPDALight for traffic signal control

job-shop-scheduling

kaggle-american-express-default-prediction-1st-solution

kaggle_competition_treasure

Describe past Kaggle solutions

machine-learning-interview-chinese

全中文的机器学习算法工程师面试基础问题总结

mapdn

This repository is for an open-source environment for multi-agent active voltage control on power distribution networks (MAPDN).

ml_implementation

Implementation of Machine Learning Algorithms

parl

A high-performance distributed training framework for Reinforcement Learning

pointcloud

点云处理算法

power-prediction

电力预测

re01-1

《Re01：从零开始的编程之路》是一套专门面向零基础同学，全程以实战为主的编程教学视频课。从零基础到能够独立开发商业级项目。

rl-book

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

rl_signals

All you need to know about Reinforcement Learning for Traffic Signal Control. https://traffic-signal-control.github.io/

shop-scheduling-method

pytorch implementation of DQN/DDQN/Dueling_networ/D3QN for job shop scheudling problem

statistical-learning-method-solutions-manual

《统计学习方法》（第二版）习题解答，在线阅读地址：https://datawhalechina.github.io/statistical-learning-method-solutions-manual