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causal_feature_selection

Causal Feature Selection Tutorial for AMIA2018

combat

Wrapper code for LUNUS software

covid-19

COVID-19 Italia - Monitoraggio situazione

dicom-ecg-plot

Dicom ECG Viewer and Converter. Convert to PDF, PNG, JPG, SVG, ...

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.

fantasyfootballanalyticsr

R scripts and data files for the Fantasy Football Analytics website

ffanalytics

ffanalytics R package

geoexperimentsresearch

An open-source implementation of the geo experiment analysis methodology developed at Google. Disclaimer: This is not an official Google product.

go-matrixprofile

golang library for computing matrix profiles along with other time series analysis features

heads_thesis

PhD Programme in Health Data Science

insight-data-science

Sample code from Insight Data Science project (June 2015)

insight-test

isolation-forest

A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.

libdart

A High Performance, Network Optimized, JSON Library

lifetimes

Lifetime value in Python

mass-ts

MASS (Mueen's Algorithm for Similarity Search) - a python 2 and 3 compatible library used for searching time series sub-sequences under z-normalized Euclidean distance for similarity.

matrix-profiles

simple web interface to explore matrix profiles

matrixprofile-ts

An open source Python time series library for motif discovery and anomaly detection using Matrix Profile

misc_tools

Various tools for generating, comparing and viewing diffuse scattering maps

mstamp

openbbterminal

Investment Research for Everyone.

phenix_diffuse

Diffuse scattering calculations for PHENIX package

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 ;)

ray

A fast and simple framework for building and running distributed applications.

scikit-learn

scikit-learn: machine learning in Python

stumpy

STUMPY is a powerful and scalable Python library that can be used for a variety of time series data mining tasks

tdigest

t-Digest data structure in Python. Useful for percentiles and quantiles, including distributed enviroments like PySpark

tls2xyz

Code for TLS ensemble generator

tsfresh

Automatic extraction of relevant features from time series:

tslearn

A machine learning toolkit dedicated to time-series data