Repository Index

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

• system-design
• backend
• scalability
• interview

🎨 The exhaustive Pattern Matching library for TypeScript, with smart type inference.

• pattern-matching
• typescript
• ts
• pattern

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

• machine-learning
• deep-learning
• deep-neural-networks
• pattern-recognition

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

• python
• machine-learning
• natural-language-processing
• web-mining

Build LLM-powered applications in Ruby

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

AI-ready reference architecture for Angular / ASP.NET Core projects. A hardened foundation with secure authentication, authorization, role and user management, and consistent patterns designed to be safely extended by AI tools. Stop letting AI hallucinate your auth and DB logic - give it a production-grade foundation to build on.

• template-project
• asp-net-core
• angular
• rapid-development

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

• histopathology-images
• microscopy
• sliding-windows
• medical-image-analysis

[wip] Deep Learning Compiler based on Polyhedral Compiler, Light-weight IRs, and Optimizing Pattern Matcher. (development is on hold)

Peax is a tool for interactive visual pattern search and exploration in epigenomic data based on unsupervised representation learning with autoencoders

• epigenomics
• pattern-search
• data-visualization
• interactive-machine-learning

Ruby wrapper for the Qdrant vector search database API

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

Ruby wrapper for the Weaviate vector search database API

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

Ruby wrapper for the Milvus vector search database API

• api-client
• embedding-vectors
• machine-learning
• ml

A coding exercise: let's convert dirty machine learning code into clean code using a Pipeline - which is the Pipe and Filter Design Pattern applied to Machine Learning.