eagles0607 Goto Github PK

deep-learning-world

:satellite: Organized Resources for Deep Learning Researchers and Developers

deeplearningbook-notes

Notes on the Deep Learning book from Ian Goodfellow, Yoshua Bengio and Aaron Courville (2016)

deeplearningproject

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

efficient-frontier

A Python implementation of Modern Portfolio Theory, with applications to philanthropy

elements-of-python-style

Goes beyond PEP8 to discuss what makes Python code feel great. A Strunk & White for Python.

engineering-blogs

A curated list of engineering blogs

financial-models-numerical-methods

Collection of notebooks about quantitative finance, with interactive python code.

finding-hawaii-flights

free-programming-books

:books: Freely available programming books

genann

simple neural network library in ANSI C

go

The Open Source Data Science Masters

hackermath

Introduction to Statistics and Basics of Mathematics for Data Science - The Hacker's Way

hawaii-trip

Finding Tickets for a Hawaii Trip

jupyter

Jupyter metapackage for installation, docs and chat

jupyter-book

Create an online book with Jupyter Notebooks and Jekyll

learndatascience

Open Content for self-directed learning in data science

macrobase

MacroBase: A Search Engine for Fast Data

network-analysis-made-simple

For PyCon, PyData, and beyond!

oreilly-intro-to-predictive-clv

Repo that contains the supporting material for O'Reilly Webinar "An Intro to Predictive Modeling for Customer Lifetime Value" on Feb 28, 2017

peripheral_brain

A collection of tutorials and posts on data science, quantitiatve research, and scientific programming.

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 ;)

public-apis

A collective list of public JSON APIs for use in web development.

pyconuk-introtutorial

practical introduction to pandas and scikit-learn via Kaggle problems

pydataseattle_2017

Contains slides for my PyData Seattle talk on: Robust Automated Forecasting in Python & R

pynotes

Python exercises to practice skills

python-machine-learning-book

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

python-mastery

Advanced Python Mastery (course by @dabeaz)

pythondatasciencehandbook

Jupyter Notebooks for the Python Data Science Handbook

pytudes

Python programs, usually short, of considerable difficulty, to perfect particular skills.