Repository Index

Machine learning, in numpy

• machine-learning
• neural-networks
• topic-modeling
• gaussian-mixture-models

Automated Machine Learning with scikit-learn

• automl
• scikit-learn
• automated-machine-learning
• hyperparameter-optimization

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.

• h2o
• machine-learning
• data-science
• deep-learning

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

• machine-learning
• scikit-learn
• statistical-learning
• xgboost

A modular active learning framework for Python

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

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

• bayesian-optimization
• bayesian-optimisation
• hyperparameter-optimization
• hyperparameter-tuning

Naive Bayesian Classification for Golang.

A general classifier module to allow Bayesian and other types of classifications. A fork of cardmagic/classifier.

• ruby
• rubyml
• bayesian-classifier

Python package for Bayesian Machine Learning with scikit-learn API

• python
• bayesian-machine-learning
• machine-learning
• scikit-learn

Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving

• semantic-segmentation
• lidar
• semantickitti
• 3d-lidar-data

A Naive Bayes machine learning implementation in Elixir.

• naive-bayes-classifier
• bayes
• machine-learning
• classifier

Artificial intelligence/machine learning data structures and Swift algorithms for future iOS development. bayes theorem, neural networks, and more AI.

• swift
• swift-brain
• neural-network

A hyperparameter optimization framework, inspired by Optuna.

• bayesian-optimization
• bandit-algorithms
• evolution-strategies
• blackbox-optimization

Bayesian text classifier with flexible tokenizers and storage backends for Go

A robust, full-featured Ruby implementation of Naive Bayes

An English (Porter2) stemming implementation in Elixir.

• stemmer
• porter
• bayes

Accurate Bayesian sentence tokenizer in Ruby.

• rubynlp
• ruby
• nlp

Ruby Scoring API for PMML

• ruby-gem
• pmml
• random-forest
• classification

Gaussian processes and Bayesian optimization for images and hyperspectral data

• image-processing
• hyperspectral-images
• gaussian-processes
• bayesian-optimization

Simple Naive Bayes classifier