pzh00 Goto Github PK

2015

Public material for CS109

500lines

500 Lines or Less

adv-r

Advanced R programming: a book

awesome-deep-learning-papers

The most cited deep learning papers

awesome-tensorflow

TensorFlow - A curated list of dedicated resources http://tensorflow.org

bootstrap

The most popular HTML, CSS, and JavaScript framework for developing responsive, mobile first projects on the web.

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

data-science-blogs

A curated list of data science blogs

data-science-ipython-notebooks

Continually updated 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.

datasciencecoursera

datasciencepython

common data analysis and machine learning tasks using python

datasciencer

a curated list of R tutorials for Data Science, NLP and Machine Learning

datasharing

The Leek group guide to data sharing

deep-learning

Repo for the Deep Learning Nanodegree Foundations program.

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeplearningflappybird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

demo

This is a demo repositofy

efficientr

Efficient R programming: a book

first

free-programming-books

:books: Freely available programming books

freecodecamp

The https://freeCodeCamp.com open source codebase and curriculum. Learn to code and help nonprofits.

github-demo

A simple demo repository to show the basic Git workflow

interpy-zh

《Python进阶》（Intermediate Python 中文版）

labs

Rmd source files for the HarvardX series PH525x

machine-learning

Content for Udacity's Machine Learning curriculum

machine-learning-nanodegree

notes-python

中文 Python 笔记

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

pydata-book

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