Repository Index

MIT视频公开课《计算机程序的构造和解释》中文化项目及课程学习资料搜集。

• sicp
• scheme
• functional-programming
• compiler-principles

Curated list: Resources for machine learning in Ruby

• awesome
• awesome-list
• list
• ruby

Build LLM-powered applications in Ruby

• artificial-intelligence
• machine-learning
• ml
• rubyml

ID3-based implementation of the ML Decision Tree algorithm

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

Curated List: Practical Natural Language Processing done in Ruby

• machine-learning
• natural-language-processing
• ruby
• nlp

Rumale is a machine learning library in Ruby

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

Deep learning for Ruby, powered by LibTorch

The open source Meme Search Engine and Finder. Free and built to self-host locally with Python, Ruby, and Docker.

• machine-learning
• vector-database
• self-hosted
• docker

Machine learning for Ruby

• machine-learning
• rubyml
• automl

A ground-up and standalone reimplementation of TensorFlow for ruby. Comes with a pure ruby and OpenCL opcode evaluator

• machine-learning
• tensorflow

Build JSON API-compliant APIs on Rails with no (or less) learning curve.

• json-api
• rails
• ruby
• json

Expertiza is a web application through which students can submit and peer-review learning objects (articles, code, web sites, etc). The Expertiza project is supported by the National Science Foundation.

• ruby
• peer-reviews
• rails-application
• students

examples from "Thoughtful Machine Learning"

• rubyml

High performance gradient boosting for Ruby

• machine-learning
• xgboost
• rubyml

Find the first broken commit without having to learn git bisect

High performance gradient boosting for Ruby

• machine-learning
• lightgbm
• rubyml

Deploy machine learning models in Ruby (and Rails)

Ruby Scoring API for PMML

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

Machine Learning & Data Mining with JRuby

• machine-learning
• ruby
• jruby
• weka

Ruby wrapper for the Qdrant vector search database API

• api-client
• qdrant
• ruby
• vector-search

A feedforward neural network implementation for JRuby

• neural-network
• machine-learning
• jruby

Ruby wrapper for the Weaviate vector search database API

• api-client
• ruby
• vector-search
• weaviate

ruby-dnn is a ruby deep learning library.

• ruby
• machine-learning
• deep-learning
• deep-neural-networks

Example of reinforcement learning using q-learning to teach an AI to play a game in Rub

• ruby
• rubyml
• ai
• q-learning