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100-days-of-ml-code

100 Days of ML Coding

advancedalgorithms

ai-economist

Foundation is a flexible, modular, and composable framework to model socio-economic behaviors and dynamics with both agents and governments. This framework can be used in conjunction with reinforcement learning to learn optimal economic policies, as done by the AI Economist (https://www.einstein.ai/the-ai-economist).

all-of-statistics

Self-study on Larry Wasserman's "All of Statistics"

amazing-qr

💮 amazing QRCode generator in Python (supporting animated gif) - Python amazing 二维码生成器（支持 gif 动态图片二维码）

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

awesome-rl

Reinforcement learning resources curated

awesome-systematic-trading

A curated list of insanely awesome libraries, packages and resources for systematic trading. Crypto, Stock, Futures, Options, CFDs, FX, and more | 量化交易 | 量化投资

cluebearpython

cplusplusthings

C++那些事

deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

deep-reinforcement-learning-algorithms

32 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.

deep-reinforcement-learning-algorithms-with-pytorch

PyTorch implementations of deep reinforcement learning algorithms and environments

deep-reinforcement-learning-hands-on

Hands-on Deep Reinforcement Learning, published by Packt

deep-reinforcement-learning-papers

A list of recent papers regarding deep reinforcement learning

deeplearning

dqn-trading

A Deep Reinforcement Learning Framework for Stock Market Trading

dubd

Deep Universal Blind Image Denoising (ICPR, 2020)

external-attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

finrl

FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥

generalnewsextractor

新闻网页正文通用抽取器 Beta 版.

gym_contra

A gym game for Contra that for reinforcement learning

hands-on-rl

https://hrl.boyuai.com/

image-denoising-state-of-the-art

jupyterhub-configurator

Self-service configuration for JupyterHub

latex_paper_writing_tips

Tips for Writing a Research Paper using LaTeX

lit

The Language Interpretability Tool: Interactively analyze NLP models for model understanding in an extensible and framework agnostic interface.

machine-learning-for-trading

Code for Machine Learning for Algorithmic Trading, 2nd edition.

machine_learning_code_implementation

Mathematical derivation and pure Python code implementation of machine learning algorithms.

mathmodel

研究生数学建模，本科生数学建模、数学建模竞赛优秀论文，数学建模算法，LaTeX论文模板，算法思维导图，参考书籍，Matlab软件教程，PPT