Effect is a library for building robust, maintainable, type-safe, and production grade applications in TypeScript. It helps you handle the hard problems at scale: typed errors, dependency injection, structured concurrency, scheduling, tracing, and unified schema validation.
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> 🇺🇦 UKRAINE IS BEING ATTACKED BY RUSSIAN ARMY. CIVILIANS ARE GETTING KILLED. RESIDENTIAL AREAS ARE GETTING BOMBED.
What you can expect are 400 pages rich in useful material just about everything you need to know to get started with machine learning ... from theory to the actual code that you can directly put into action! This is not yet just another "this is how scikit-learn works" book.
Minimal and clean examples of machine learning algorithms implementations
sktime is a library for time series analysis in Python. It provides a unified interface for multiple time series learning tasks. Currently, this includes forecasting, time series classification, clustering, anomaly/changepoint detection, and other tasks.
palette-from-image-ai is a Windows desktop tool that reads any image — a screenshot, a photo, a game capture, a texture, a painting — and turns it into a usable color palette. Not five swatches scraped off a Wikipedia page either.
AutoLOGIC is an agentic framework for automated tabular learning across classification, regression, and clustering.