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abtests

AB test framework for python

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.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-project-ideas

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

bigvis

Exploratory data analysis for large datasets (10-100 million observations)

bike_predict

A demo of an end-to-end machine learning pipeline, using RStudio Connect

book-1

book

books

causal-inference-for-data-scientists

Notebooks of Python and R code which illustrates basic causal inference using simulated data

coursework

summer school coursework

covid-19-data

An ongoing repository of data on coronavirus cases and deaths in the U.S.

ctrdata

Aggregate and analyse information on clinical trials from public registers

data-analysis

Data Analysis Using Python

data-science-r

R code and documentation for "Introduction to Data Science" by Jeffrey Stanton

datasciencecoursera

This repo is created to fullfil the 2nd assignment in course project of Data Scientist's Toolbox Course

dataset-examples

Samples for users of the Yelp Academic Dataset

datasharing

The Leek group guide to data sharing

deep-learning-with-r-notebooks

R notebooks for the code samples of the book "Deep Learning with R"

entityembedding-working_example

This repository contains a notebook demonstrating the practical implementation of the so-called Entity Embedding for Encoding Categorical Features for Training a Neural Network.

freeml

Data Science Resources (Mostly Free)

gap-reminder

A demonstration D3 project

go

The Open Source Data Science Masters

h-store

H-Store Distributed Main Memory OLTP Database System

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.

hive

Mirror of Apache Hive

iem

Inference Enterprise Modeling

interpretable-ml-book

Book about interpretable machine learning

islr-python

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

jhu_datascience_repo

Repo created during The Data Scientist's Toolbox Course