Ralf4data

10-steps-to-become-a-data-scientist

📢 Ready to learn! you will learn 10 skills as data scientist:📚 Machine Learning, Deep Learning, Data Cleaning, EDA, Learn Python, Learn python packages such as Numpy, Pandas, Seaborn, Matplotlib, Plotly, Tensorfolw, Theano...., Linear Algebra, Big Data, Analysis Tools and solve some real problems such as predict house prices.

AiLearning

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

awesome-deeplearning-resources

Deep Learning and deep reinforcement learning research papers and some codes

awesome-python-login-model

😮python模拟登陆一些大型网站，还有一些简单的爬虫，希望对你们有所帮助❤️，如果喜欢记得给个star哦🌟

Data-Science-Competitions

Goal of this repo is to provide solutions of all Data Science Competitions(Kaggle, Data Hack, Machine Hack, Driven Data etc...).

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18个章节，50余万字。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scutjy2015@163.com 版权所有，违权必究 Tan 2018.06

distribution-is-all-you-need

The basic distribution probability Tutorial for Deep Learning Researchers

docker

Chef Cookbook for Docker

dplyr

dplyr: A grammar of data manipulation

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

examples-of-web-crawlers

一些非常有趣的python爬虫例子,对新手比较友好,主要爬取淘宝、天猫、微信、豆瓣、QQ等网站。(Some interesting examples of python crawlers that are friendly to beginners. )

feather

Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow

ggplot2

An implementation of the Grammar of Graphics in R

info8006-introduction-to-ai

Lectures for INFO8006 - Introduction to Artificial Intelligence, ULiège

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

lubridate

Make working with dates in R just that little bit easier

MLwR

Machine Learning with R

numpy-ml

Machine learning, in numpy

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

purrr

A functional programming toolkit for R

pydata-book

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

python-guide

Python best practices guidebook, written for humans.

r4ds

R for data science

sklearn_tutorial

Materials for my scikit-learn tutorial

spider_python

python爬虫

tidy-text-mining

Manuscript of the book "Tidy Text Mining with R" by Julia Silge and David Robinson

tm.plugin.webmining

Retrieve structured, textual data from various web sources.

torchcv

A PyTorch-Based Framework for Deep Learning in Computer Vision

weixin_spider

爬取微信公众号文章

YOWO