ding-zhao Goto Github PK

anatomyofmatplotlib

Anatomy of Matplotlib -- tutorial developed for the SciPy conference

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

challenges

PyBites Weekly Code Challenges

coding-interview-university

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

computer-science

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

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines. https://bit.ly/data-notes

data-structures-py

Implement various data structures from scratch in Python 3

dotfiles

effective-pandas

Source code for my collection of articles on using pandas.

from-python-to-numpy

An open-access book on numpy vectorization techniques, Nicolas P. Rougier, 2017

grokking-deep-learning

this repository accompanies my forthcoming book "Grokking Deep Learning"

interactive-coding-challenges

April 2017 - Huge Update! Interactive, test-driven Python coding interview challenges (algorithms and data structures). Includes Anki Flashcards.

interpy-zh

《Python进阶》（Intermediate Python 中文版）

interview_python

关于Python的面试题

learn-pandas

Tutorials on how to use pandas effectively to do data analysis

lectures

Oxford Deep NLP 2017 course

leetcode

:pencil: Python / C++ 11 Solutions of All 468 LeetCode Questions

littleinferencebook

A book for the coursera statistical inference class

machine-learning-note

机器学习笔记

matplotlib-tutorial

Matplotlib tutorial for beginner

numpy-100

100 numpy exercises (100% complete)

numpy-tutorial

Numpy beginner tutorial

planets

pycrumbs

Bits and bytes of Python from the Internet

pydata-notebook

利用Python进行数据分析 第二版 (2017) 中文翻译笔记

python-and-algorithms-and-data-structures

A comprehensive study of Algorithms & Data Structure in Python, including an "ebook" that I wrote. Several exercises and examples.

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource