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approachable-reinforcement-learning

这个仓库用于存储一些强化学习练手小项目与算法实验。具体来讲，就是不至于单独成一个 repo 的项目，但是又值得拿出来讨论的代码。

cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

d3.js-demos

d3js_doc

D3js中文文档 D3中文 :bar_chart: :chart_with_upwards_trend: :tada:

daily-interview

Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star

data-science-notes

数据科学的笔记以及资料搜集

datasets

CSV datasets used in Plotly API examples

di-star

OpenDILab Decision AI in StarCraftII

drl

Deep Reinforcement Learning

easy-rl

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

elegantrl

Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥

fantastic-matplotlib

Matplotlib中文教程，在线阅读地址：敬请期待全新网站

hands-on-reinforcement-learning-with-python

Hands-On Reinforcement Learning with Python, published by Packt

howtocook

程序员在家做饭方法指南。Programmer's guide about how to cook at home (Chinese only).

instacart

Instacart Basket Prediction

instacart-market-basket-analysis

The objective of this project is to analyze the 3 million grocery orders from more than 200,000 Instacart users and predict which previously purchased item will be in user's next order. Customer segmentation and affinity analysis are done to study customer purchase patterns and for better product marketing and cross-selling.

interview_python

关于Python的面试题

lunarlander

lunarlanderandbipedalwalker

OpenAI GYM Reinforcement learning implementations

midterm

ml-for-beginners

12 weeks, 25 lessons, 50 quizzes, classic Machine Learning for all

neural-symbolic-machines

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

neuralnetwork

nlper-interview

该仓库主要记录 NLP 算法工程师相关的面试题

openai-gym-projects

OpenAI Gym environment solutions using Deep Reinforcement Learning.

parl

A high-performance distributed training framework for Reinforcement Learning

python-100-days

Python - 100天从新手到大师

qishi21.github.io

rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

rl-book

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