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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
:bookmark_tabs: Online machine learning resources
This is the homepage of a new book entitled "Mathmatical Foundations of Reinforcement Learning."
Lecture notes I transcribed while taking the course Brownian Motion and Stochastic Calculus, taught in the spring semester 2018 by Professor Wendelin Werner ETHZ.
Repositry to explore numerical methods relating to BSDEs
BSDE-Gen, a novel deep generative model based on BSDEs (backward stochastic differential equations).
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
Some notes and experience about David Silver's Reinforcement Learning Course
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
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/
Python code for solving partial differential equations (PDEs) using deep learning. Specifically, we provide implementations for solving the following PDEs
Deep BSDE solver in TensorFlow
Deep Reinforcement Learning
强化学习中文教程(蘑菇书),在线阅读地址:https://datawhalechina.github.io/easy-rl/
This github repository of "Machine Learning and Data Science Blueprints for Finance". Please star.
A curated list of practical financial machine learning tools and applications.
Collection of notebooks about quantitative finance, with interactive python code.
https://hrl.boyuai.com/
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)
Intro to Reinforcement Learning (强化学习纲要)
聪明方法学Python,简明且系统的 Python 入门教程。
《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 New York University Tandon School of Engineering
Machine Learning for finance and investment introduction
Machine Learning for Streaming Data with Python, published by Packt
Markov Decision Processes, Dynamic Programming and Reinforcement Learning
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.