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awesome-datascience

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

awesome-quant

A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)

data-science-45min-intros

Ipython notebook presentations for getting starting with basic programming, statistics and machine learning techniques

datascience

datascience-1

Curated list of Python resources for data science.

datascienceresources

Open Source Data Science Resources.

dataset-examples

Samples for users of the Yelp Academic Dataset

ddp-project

deep-learning-with-python-notebooks

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

ds-capstone-survival-guide

A short guide how to survive DS Capstone and stay sane.

free-data-science-books

Free resources for learning data science

get_tweets

Python script to download tweets for any Twitter user using Tweepy and the Twitter API

handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

learndatascience

Open Content for self-directed learning in data science

machine-learning-asset-management

Machine Learning in Asset Management (by @firmai)

math-as-code

a cheat-sheet for mathematical notation in code form

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

mlfinlab

MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

pml-project

pydata-book

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

quantstats

Portfolio analytics for quants, written in Python