Repository Index

All course materials for the Zero to Mastery Machine Learning and Data Science course.

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

Arkime is an open source, large scale, full packet capturing, indexing, and database system.

• network-monitoring
• pcap
• packet-capture
• nsm

MySQL/MariaDB database management for macOS

• sequel
• sequelpro
• sequelace
• mysql

TranslatedOpen-source manuscript of 《深入理解 AI Infra：量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments

• accelerator
• ai-infra
• ai-infrastructure
• book

The fastest and simplest library for SQLite3 in Node.js.

• sql
• sqlite
• sqlite3
• database

🚀 A lightweight, framework-agnostic database migration tool.

• database-migrations
• golang
• nodejs
• python

Laf is a vibrant cloud development platform that provides essential tools like cloud functions, databases, and storage solutions. It enables developers to quickly unleash their creativity and bring innovative ideas to life with ease.

• serverless
• firebase
• faas
• kubernetes

πfs - the data-free filesystem!

Open-source observability for your GenAI or LLM application, based on OpenTelemetry

• llmops
• observability
• open-telemetry
• metrics

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

OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

• machine-learning
• jupyter-notebook
• datascience
• example

Tabula is a tool for liberating data tables trapped inside PDF files

• pdf
• csv
• excel
• tables

TranslatedIntroductory tutorial on recommender systems, online reading address: https://datawhalechina.github.io/fun-rec/

• recommender-system
• tensorflow
• tianchi-competition
• deep-learning

Ditto is an extension to the Windows Clipboard. You copy something to the Clipboard and Ditto takes what you copied and stores it in a database to retrieve at a later time.

• clipboard-manager
• clipboard

An AI-powered next-generation open source real-time observability system.

• monitor
• monitoring
• prometheus
• self-hosted

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

• ai-agents
• data-engineering
• document-ai
• generative-ai

The AI local media metadata crawler

• emby
• kodi
• plex
• python

Enso Analytics is a self-service data prep and analysis platform designed for data teams.

• visual
• language
• functional
• compiler

A reactive caching and data-binding framework. Riverpod makes working with asynchronous code a breeze.

• provider
• flutter
• state-management
• dart

Python Data. Leaflet.js Maps.

• data-science
• data-visualization
• javascript
• maps

Toturials coming with the "data science roadmap" picture.

A library optimized for concise and principled data graphics and layouts.

DataTables - legacy repo