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applied-predictive-modeling-with-python

A collection of notebook to learn the Applied Predictive Modeling using Python.

artificial-intelligence-for-trading

Content for Udacity's AI in Trading NanoDegree.

augvest201807

awesome-pandas

A collection of resources for pandas (Python) and related subjects.

benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

data-analysis-and-machine-learning-projects

Repository of teaching materials, code, and data for my data analysis and machine learning projects.

datacamp

DataCamp data-science courses

dbda-python

Doing Bayesian Data Analysis, 2nd Edition (Kruschke, 2015): Python/PyMC3 code

doing_bayesian_data_analysis

Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke

doing_data_science

This is the example code repository for Doing Data Science by Cathy O'Neil and Rachel Schutt (O'Reilly Media)

edgar

Securities and Exchange Commission (SEC) EDGAR database which contains regulatory filings from publicly-traded US corporations.

fix-yahoo-finance

Yahoo! Finance data reader

flint

A Time Series Library for Apache Spark

hello-world

a hello world repository, per the github guide

intrinio

Intrinio Python client SDK (unofficial)

introstatlearn

Exercises from 'Introduction to Statistical Learning with Applications in R' written in Python.

isl_python

An Introduction to Statistical Learning with Applications in PYTHON

islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

jupyter_test

learn-pandas

Tutorials on how to use pandas effectively to do data analysis

learndatascience

Open Content for self-directed learning in data science

lime

Lime: Explaining the predictions of any machine learning classifier

machine-learning-books-with-python

Chapter by Chapter notes, exercises and code for a variety of machine learning books using Python

modern-nlp-in-python

mtapi

JSON proxy server for the MTA's realtime New York City subway feed

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

pandas-cookbook

Recipes for using Python's pandas library

pbpython

Code, Notebooks and Examples from Practical Business Python

pihole-browser-extension

Browser extension to control your pi-hole

pyalgotrade

Python Algorithmic Trading Library