ai-learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

awesome-online-machine-learning

:bookmark_tabs: Online machine learning resources

book-mathmatical-foundation-of-reinforcement-learning

This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."

brownian-motion-and-stochastic-calculus

Lecture notes I transcribed while taking the course Brownian Motion and Stochastic Calculus, taught in the spring semester 2018 by Professor Wendelin Werner ETHZ.

bsde

bsde-1

Repositry to explore numerical methods relating to BSDEs

bsde-gen

BSDE-Gen, a novel deep generative model based on BSDEs (backward stochastic differential equations).

competition-baseline

数据挖掘、计算机视觉、自然语言处理、推荐系统竞赛知识、代码、思路

d.silver_rl_course

Some notes and experience about David Silver's Reinforcement Learning Course

data_driven_science_python_demos

IPython notebooks with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by J. Nathan Kutz and Steven L. Brunton

databook_matlab

Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz http://www.databookuw.com/

deep-reiforcement-learning

deepbsde

Python code for solving partial differential equations (PDEs) using deep learning. Specifically, we provide implementations for solving the following PDEs

deepbsde-1

Deep BSDE solver in TensorFlow

deeprl-chinese

drl

Deep Reinforcement Learning

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/

fin-ml

This github repository of "Machine Learning and Data Science Blueprints for Finance". Please star.

financial-machine-learning

A curated list of practical financial machine learning tools and applications.

financial-models-numerical-methods

Collection of notebooks about quantitative finance, with interactive python code.

hands-on-rl

https://hrl.boyuai.com/

introduction-to-quantitative-finance

量化投资学习资料整理：学界（行为金融、投资者情绪、常用程序函数，etc）；业界（公开资料整理，数据源，回测框架，卖方金工研报及复现，量化研究学习路线，etc）

introrl

Intro to Reinforcement Learning (强化学习纲要）

learn-python-the-smart-way

聪明方法学Python，简明且系统的 Python 入门教程。

machine-learning

《机器学习必修课：经典算法与Python实战》配套代码

machine-learning-and-reinforcement-learning-in-finance

Machine Learning and Reinforcement Learning in Finance New York University Tandon School of Engineering

machine-learning-for-finance

Machine Learning for finance and investment introduction

machine-learning-for-streaming-data-with-python

Machine Learning for Streaming Data with Python, published by Packt

machinelearninginfinance

mdp-dp-rl

Markov Decision Processes, Dynamic Programming and Reinforcement Learning