probberechts

probberechts's Stars

• awesomedata/awesome-public-datasets

  A topic-centric list of HQ open datasets.

  61.1k2.3k1169.9k

• streamlit/streamlit

  Streamlit — A faster way to build and share data apps.

  Language:Python35.8k3214.7k3.1k

• python-poetry/poetry

  Python packaging and dependency management made easy

  Language:Python31.8k1905.9k2.3k

• shap/shap

  A game theoretic approach to explain the output of any machine learning model.

  Language:Jupyter Notebook22.9k2452.5k3.3k

• pyenv/pyenv-virtualenv

  a pyenv plugin to manage virtualenv (a.k.a. python-virtualenv)

  Language:Shell6.4k75342402

• interpretml/interpret

  Fit interpretable models. Explain blackbox machine learning.

  Language:C++6.3k145450731

• databricks/koalas

  Koalas: pandas API on Apache Spark

  Language:Python3.3k326590358

• GokuMohandas/mlops-course

  Learn how to design, develop, deploy and iterate on production-grade ML applications.

  Language:Jupyter Notebook3k5519516

• statsbomb/open-data

  Free football data from StatsBomb

  2.5k20943775

• olgabot/prettyplotlib

  Painlessly create beautiful matplotlib plots.

  Language:Python1.7k8464148

• Trusted-AI/AIX360

  Interpretability and explainability of data and machine learning models

  Language:Python1.6k5678307

• devinpleuler/analytics-handbook

  Getting started with soccer analytics

  Language:Jupyter Notebook1.5k1054207

• wannesm/dtaidistance

  Time series distances: Dynamic Time Warping (fast DTW implementation in C)

  Language:Python1.1k28175185

• ML-KULeuven/socceraction

  Convert soccer event stream data to SPADL and value player actions using VAEP or xT

  Language:Python62523101139

• statsbomb/statsbombpy

  Easily stream StatsBomb data into Python

  Language:Python572212779

• PySport/kloppy

  kloppy: standardizing soccer tracking- and event data

  Language:Python3711813061

• wearepal/data-science-types

  Mypy stubs, i.e., type information, for numpy, pandas and matplotlib

  Language:Python202105651

• ML-KULeuven/soccer_xg

  A Python package for training and analyzing expected goals (xG) models in soccer.

  Language:Jupyter Notebook17018321

• soccer-analytics-research/fot-valuing-actions

  Friends of Tracking: Tutorial on valuing actions in football.

  Language:Jupyter Notebook12717341

• JanVanHaaren/soccer-analytics-resources

  Collection of references, datasets and software libraries for soccer analytics.

  112205

• ML-KULeuven/soccermix

  SoccerMix is a soft clustering technique based on mixture models that decomposes event stream data into a number of prototypical actions of a specific type, location, and direction.

  Language:Jupyter Notebook401204

• arnedb/tsfuse

  Python package for automatically constructing features from multiple time series

  Language:Python39213

• ML-KULeuven/SAR-PU

  Beyond the Selected Completely At Random Assumption for Learning from Positive and Unlabeled Data

  Language:Jupyter Notebook34764

• skoval/courtvisionr

  R package functions for accessing court vision stats from grand slam websites

  Language:R20226

• laudv/veritas

  Versatile Verification of Tree Ensembles

  Language:Python16333

• Lorenzo-Perini/Active_PU_Learning

  Class Prior Estimation in Active Positive and Unlabeled Learning

  Language:Jupyter Notebook15102

• larsvancutsem/piratings

  mirror for the R package "piratings" https://cran.r-project.org/web/packages/piratings/index.html, calculate dynamic performance ratings for association football teams based on the paper of Constantinou and Fenton which can be found [here] (http://www.constantinou.info/downloads/papers/pi-ratings.pdf)

  Language:R13032

• afonasev/cookiecutter-pypackage-poetry

  The cookicutter template of a python package with poetry, travis, etc.

  Language:Makefile8338

• ML-KULeuven/the_apples_game

  Multi-Agent Learning assignment, Machine Learning Project @ KU Leuven

  Language:JavaScript6519

• probberechts/muscleKit

  :muscle: A set of Python scripts to analyze immunofluorescent muscle cross-sections.

  Language:Python2201