Lists (19)
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AI
AI Ops
Operational strategies for managing and deploying AI systems, including MLOps and automation.AI Science
Theoretical foundations and research driving AI advancements, such as techniques for creating AI-generated content like text, images, and videos.AI Tech
Practical tools, platforms, and frameworks for AI developmentConfig/Setup
Curation/List
data_structure
datasets/labeling
DL
Image_related
Inference/training
Network/API
NLP/clustering
NLP/ocr
NLP/text_classification
NLP/text_generation
NLP/text_related
Python
tutorial/learning
Starred repositories
๐๐ค Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
The simplest, highest-throughput Python interface to S3, GCS & Azure Storage, powered by Rust.
Deploy high-performance AI models and inference pipelines on FastAPI with built-in batching, streaming and more.
A new kind of Progress Bar, with real-time throughput, ETA, and very cool animations!
FastAPI Best Practices and Conventions we used at our startup
DiceDB is an open-source, fast, reactive, in-memory database optimized for modern hardware.
CrawleeโA web scraping and browser automation library for Python to build reliable crawlers. Extract data for AI, LLMs, RAG, or GPTs. Download HTML, PDF, JPG, PNG, and other files from websites. Woโฆ
Code and data for the Modern Polars book
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Software Design by Example: a tool-based introduction with Python
A commitizen plugin that combines gitmoji and conventional commits.
llama3 implementation one matrix multiplication at a time
21 Lessons, Get Started Building with Generative AI ๐ https://microsoft.github.io/generative-ai-for-beginners/
A Pythonic microframework for multi-armed bandit problems
Accelerate your Hugging Face Transformers 7.6-9x. Native to Hugging Face and PyTorch.
A modern template for data science projects with all the necessary tools for experiment, development, testing, and deployment. From notebooks to production.
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.
A lean web application template with FastAPI, Uvicorn, Docker, and GitHub Actions.
The leading workflow orchestration platform. Run stateful step functions and AI workflows on serverless, servers, or the edge.
Adding random noise to a text dataset, and controlling very accurately the quality of the result
GTFOBins is a curated list of Unix binaries that can be used to bypass local security restrictions in misconfigured systems
HTML to Markdown converter and crawler.