Repository Index

Learn how to develop, deploy and iterate on production-grade ML applications.

• machine-learning
• deep-learning
• pytorch
• natural-language-processing

TranslatedAn open-source, privacy-first, self-hosted knowledge workspace where humans and AI agents work together

• note-taking
• local-first
• knowledge-base
• markdown

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

• data-engineering
• kafka
• spark
• dbt

A privacy-first, open-source platform for knowledge management and collaboration. Download link: http://github.com/logseq/logseq/releases. roadmap: https://logseq.io/p/NX4mc_ggEV

• knowledge-base
• graph
• clojurescript
• clojure

This is a repo with links to everything you'd ever want to learn about data engineering

• apachespark
• awesome
• bigdata
• data

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

• machine-learning
• models
• ui
• ui-components

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

• tensorflow
• tutorial
• examples
• deep-learning

AirLLM 2.8T LLM inference with single 4GB GPU

• chinese-nlp
• finetune
• generative-ai
• instruct-gpt

An Open Source implementation of Notebook LM with more flexibility and features

• assistant
• learning
• note-taking
• notebook

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

• agents
• ai
• llms
• machine-learning

🔊 Text-Prompted Generative Audio Model

Google Research

• machine-learning
• ai
• research

Anthropic's Interactive Prompt Engineering Tutorial

Build your personal knowledge base with Trilium Notes

• knowledge-graph
• note-taking
• notebook
• knowledge-base

TranslatedPersonal notes on Professor Andrew Ng's machine learning course

• coursera
• machine-learning

10 Weeks, 20 Lessons, Data Science for All!

• data-science
• python
• data-visualization
• data-analysis

🤪 A list of funny and tricky JavaScript examples

• javascript
• specification
• handbook
• notes

Translated📚 Building large models from scratch

• agent
• llm
• rag

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

• deep-learning
• machine-learning

Carbon Language's main repository: documents, design, implementation, and related tools. (NOTE: Carbon Language is experimental; see README)

• programming-language
• carbon-lang
• compiler
• cpp

Translated"开源大模型食用指南" (Open-Source Large Model Usage Guide): a tutorial tailor-made for Chinese users on quickly fine-tuning (full-parameter/LoRA) and deploying domestic and international open-source large language models (LLM) and multimodal large models (MLLM) in a Linux environment

• llm
• chatglm
• internlm2
• llama3

Privacy-first AI meeting note taker for Windows and macOS. Free, open source (MIT). On-device Whisper/Parakeet transcription and speaker diarization, no meeting bot. Open-source alternative to Granola, Otter and Fireflies. https://meetily.ai

• meeting-minutes
• meeting-notes
• llm
• mac

mini cli search engine for your docs, knowledge bases, meeting notes, whatever. Tracking current sota approaches while being all local

A self-hostable bookmark-everything app (links, notes and images) with AI-based automatic tagging and full text search

• bookmarks
• bookmarks-manager
• nextjs
• react-native