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ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

backtrader

Python Backtesting library for trading strategies

berkeley-stat-157

Homepage for STAT 157 at UC Berkeley

coding-interview-university

A complete computer science study plan to become a software engineer.

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

cpython-internals

Dive into CPython internals, trying to illustrate every detail of CPython implementation | CPython 源码阅读笔记, 多图展示底层实现细节

data-science-study-paths-march-2019

A complete ML study path, focused on TensorFlow and Scikit-Learn

dataflowr

code for deep learning courses

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为17个章节，20多万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

douyinhelper

抖音批量下载助手

edge-connect

EdgeConnect: Generative Image Inpainting with Adversarial Edge Learning. https://arxiv.org/abs/1901.00212

feature-engineering-for-ml-zh

:book: [译] 面向机器学习的特征工程

free-programming-books

:books: Freely available programming books

funnlp

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌&零件词库、时间抽取、连续英文切割、中文词向量大全、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据。

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

lihang-code

《统计学习方法》的代码实现

lihang_book_algorithm

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

machine-learning

机器学习&深度学习资料笔记&基本算法实现&资源整理 / Everything about Machine Learning & Deep Learning

machine_learning_beginner

机器学习初学者公众号作品

machine_learning_study_path

机器学习过程中所看的书，视频和源码

mml-book.github.io

Companion webpage to the book "Mathematics For Machine Learning"

modeng

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp_course

YSDA course in Natural Language Processing

numpy-100

100 numpy exercises (100% complete)

practicalai

A practical approach to learning machine learning.