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ApacheCN AI 路线图(知识树)
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
ApacheCN 深度学习译文集
:book: [译] ApacheCN 数据科学译文集
🔬 A curated list of awesome machine learning strategies & tools in financial market.
数据科学/人工智能比赛解决方案汇总
Python Backtesting library for trading strategies
搜集、整理、发布 中文 自然语言处理 语料/数据集,与 有志之士 共同 促进 中文 自然语言处理 的 发展。
🌀 Stanford CS 228 - Probabilistic Graphical Models
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被55个国家的300所大学用于教学。
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
Python for《Deep Learning》,该书为《深度学习》(花书) 数学推导、原理剖析与源码级别代码实现
深度学习 李宏毅 2021 学习笔记
:book: [译] 数据科学和人工智能技术笔记
:book: [译] UCB DS100 数据科学的原理与技巧
:book: [译] 面向机器学习的特征工程
Python library for converting Python calculations into rendered latex.
:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题,网站已下线!!】
Interview = 简历指南 + LeetCode + Kaggle
Implementation of Statistical Learning Method, Second Edition.《统计学习方法》第二版,算法实现。
记录Learning from data一书中的习题解答
LightGBM 中文文档
致力于将李航博士《统计学习方法》一书中所有算法实现一遍
白板推导系列课程笔记 初版
Matrix Calculus via Differentials, Matrix Derivative, 矩阵求导方法
MIT 18.06 线性代数笔记
:book: [译] 百页机器学习小书
机器学习 - 从原理到实现
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.