Repository Index

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

High-performance Bayesian Data Analysis on the GPU in Clojure

• clojure
• bayesian-inference
• bayesian-data-analysis
• gpu-computing

Python package facilitating the use of Bayesian Deep Learning methods with Variational Inference for PyTorch

• bayesian-inference
• deep-learning

Bayesian Generalized Kernel Inference for Terrain Traversability Mapping

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 Optimization using GPflow

• gpflow
• bayesian-optimization
• machine-learning
• hyperparameter-optimization

Bayesian Networks for Julia

Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.

• time-series-analysis
• model-selection
• bayesian-inference
• anomaly-detection

Bayesian text classifier with flexible tokenizers and storage backends for Go

A robust, full-featured Ruby implementation of Naive Bayes

Optimising chemical reactions using machine learning

• chemistry
• machine-learning
• optimization
• bayesian-optimization

Safe Bayesian Optimization

• gaussian-processes
• optimization
• robotics
• reinforcement-learning

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

This project presents a Python-based spam detector program that utilizes the Naive Bayes approach to classify emails as either spam or ham. The system is designed to accurately and efficiently identify spam messages, providing a useful tool for individuals and organizations seeking to manage their email inboxes more effectively.

• anaconda
• jupyter-notebook
• python

A redis-backed Bayesian classifier

Naive Bayes text classification implementation as an OmniCat classifier strategy. (#ruby #naivebayes)

• naive-bayes-classifier
• ruby
• text-classification
• sentiment-analysis