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100-days-of-ml-code

100 Days of ML Coding

addinslist

Discover and install useful RStudio addins

adv-r

Advanced R programming: a book

arcgis-python-api

Documentation and samples for ArcGIS API for Python

atlas

ATLAS is an open source software tool for researchers to conduct scientific analyses on standardized observational data

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning

awesome-r

A curated list of awesome R packages, frameworks and software.

awesome-visualization-research

A list of recommended research papers and other readings on data visualization

bad-data-guide

An exhaustive reference to problems seen in real-world data along with suggestions on how to resolve them.

binder

blog-posts

This repository hosts all the blog posts on machine learning, deep learning and statistical modeling.

blog_notesofdabbler

cmshcc

This R package calculates CMS-HCC risk scores as an alternative to using SAS

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data-matching-software

A list of free data matching and record linkage software.

data-science-book

dowhy

DoWhy is a Python library for causal inference that supports explicit modeling and testing of causal assumptions. DoWhy is based on a unified language for causal inference, combining causal graphical models and potential outcomes frameworks.

dplyr

Dplyr: A grammar of data manipulation

ebp_exercise

Data Set for Exercise in Evidence Based Practice

facets

Visualizations for machine learning datasets

geoda

GeoDa: An introduction to spatial data analysis

greta

simple and scalable statistical modelling in R

h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)

healthcare

Machine Leaning with Pimas Data

healthcareai-r

R tools for healthcare machine learning

icd

ICD-10 and ICD-9 comorbidities, manipulation and validation in R

inclusion

industry-machine-learning

A curated list of applied machine learning and data science notebooks and libraries across different industries.

lehd

LEHD aggregation and extraction

lehdr

a package to grab LEHD data in support of city and regional planning economic and transportation analysis