Repository Index

Shōgun

• machine-learning
• data-science
• artificial-intelligence
• swig

Algorithms for outlier, adversarial and drift detection

• anomaly
• outlier
• concept-drift
• detection

2-2000x faster ML algos, 50% less memory usage, works on all hardware - new and old.

• machine-learning
• python
• statistics
• scikit-learn

A modular active learning framework for Python

• scikit-learn
• machine-learning
• python
• active-learning

Feature engineering and selection open-source Python library compatible with sklearn.

• machine-learning
• data-science
• python
• scikit-learn

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

• community-detection
• graph-clustering
• deepwalk
• networkx

Natural Gradient Boosting for Probabilistic Prediction

• machine-learning
• gradient-boosting
• natural-gradients
• uncertainty-estimation

Genetic Programming in Python, with a scikit-learn inspired API

• genetic-programming
• machine-learning
• python
• scikit-learn

Machine Learning in R

• machine-learning
• data-science
• tuning
• cran

Python implementations of the Boruta all-relevant feature selection method.

ThunderSVM: A Fast SVM Library on GPUs and CPUs

• classification
• regression
• one-class-learning
• cuda

On-line Machine Learning in Go (and so much more)

• machine-learning

open-source feature selection repository in python

ID3-based implementation of the ML Decision Tree algorithm

• rubyml
• decision-tree
• ruby
• machine-learning

Metric learning algorithms in Python

• python
• metric-learning
• scikit-learn
• machine-learning

Extra blocks for scikit-learn pipelines.

• scikit-learn
• machine-learning
• common-sense

fastFM: A Library for Factorization Machines

• machine-learning
• recommender-system
• factorization-machines
• matrix-factorization

mlr3: Machine Learning in R - next generation

• machine-learning
• data-science
• classification
• regression

[CONTRIBUTORS WELCOME] Generalized Additive Models in Python

• machine-learning
• data-science
• scientific-computing
• python

A scikit-learn based module for multi-label et. al. classification

• classification
• scikit
• scikit-learn
• multi-label

Scalable Machine Learning with Dask

Rumale is a machine learning library in Ruby

• ruby
• machine-learning
• data-science
• data-analysis

Factorization machines in python

CPU and GPU-accelerated Machine Learning Library