TheXu

networkx

Network Analysis in Python

statsmodels

Statsmodels: statistical modeling and econometrics in Python

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.

h2o-3

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

causalml

Uplift modeling and causal inference with machine learning algorithms

vscode-python

Python extension for Visual Studio Code

VoTT

Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.

rmarkdown

Dynamic Documents for R

knitr

A general-purpose tool for dynamic report generation in R

lifetimes

Lifetime value in Python

scikit-survival

Survival analysis built on top of scikit-learn

Super-mario-bros-PPO-pytorch

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

TrainYourOwnYOLO

Train a state-of-the-art yolov3 object detector from scratch!

DeepSurv

DeepSurv is a deep learning approach to survival analysis.

monk_v1

Monk is a low code Deep Learning tool and a unified wrapper for Computer Vision.

SmashBot

The AI that beats you at Melee

TSCV

Time Series Cross-Validation -- an extension for scikit-learn

OSMDeepOD

OSMDeepOD - OpenStreetMap (OSM) and Machine Learning (Deep Learning) based Object Detection from Aerial Imagery (Formerly also known as "OSM-Crosswalk-Detection").

autoclint

A specially designed light version of Fast AutoAugment

examples

Example files illustrating Python and Excel

py-glm

Generalized Linear Models in Sklearn Style

forecastHybrid

Convenient functions for ensemble forecasts in R combining approaches from the {forecast} package

pynverse

A module to provide the numerical inverse of functions

l1tf

L1 trend filtering

sklearn-lifelines

sklearn estimator wrappers for lifeline survival analysis Cox proportional hazard and Aalen Additive models from CamDavidsonPilon/lifelines

coldstart

A package for automatic data collection and feature engineering

simulationmachine

Individual claims history simulation machine

mdl

MuseScore Drumline Extension

Nintendont-Forwarder-for-Priiloader

RMD

Content for the webinar "Intro to RMD, Parameterized Reports, and Publishing to Connect"