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numpy-tutorial-scipyconf-2017

pandas-videos

Jupyter notebook and datasets from the pandas Q&A video series

pcc

Resources for Python Crash Course, from No Starch Press.

prml

PRML algorithms implemented in Python

programming-assignment-2

programming_interview_study_plan

This is the Programming Interview Study Plan by Siraj Raval on Youtube

project-descriptions-for-review

Project descriptions from code review

prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pydata-book

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

pydata-docker-tutorial

Tutorial given at PyData LA 2018

pydata-nyc-advanced-sklearn

Notebooks (and slides) for my PyData NYC 2014 tutorial on the more advanced features of scikit-learn.

python

All Algorithms implemented in Python

python-deliberate-practice

Python Deliberate Practice

python-for-probability-statistics-and-machine-learning

Jupyter/IPython Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"

python-machine-learning-book

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

python-programs

python-static-site-generator

Build a Static Site Generator with Python

python4datascience.ch

从0开始接触Python处理数据科学问题。包含Python0基础入门、科学计算工具入门、数学与计算机基础入门、统计学习入门。

python_in_data_science_intro

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

pytudes

Python programs to practice or demonstrate skills.

r4ds

R for data science

real-world-machine-learning

Code accompanying the Real-World Machine Learning book

reinforcement-learning-an-introduction

Python code for Reinforcement Learning: An Introduction

resources

PyMC3 educational resources

run

润学全球官方指定GITHUB，整理润学宗旨、纲领、理论和各类润之实例

sand

Statistical Analysis of Network Data with R

scala-spark-tutorial

Project for James' Apache Spark with Scala course

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

scipy-2017-tutorial-pandas

SciPy 2017 Pandas Tutorial