Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

ADS is the Oracle Data Science Cloud Service's python SDK supporting, model ops (train/eval/deploy), along with running workloads on Jobs and Pipeline resources.

LLM training in simple, raw C/CUDA

LLM101n: Let's build a Storyteller

Set of tools to assess and improve LLM security.

Experiments with Hugging Face 🔬 🤗

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

LLM Zoomcamp - a free online course about real-life applications of LLMs. In 10 weeks you will learn how to build an AI system that answers questions about your knowledge base.

Free MLOps course from DataTalks.Club

Agent driven automation starting with the web. Try it: https://www.emergence.ai/web-automation-api

Kubeflow Deployment Manifests

Rust library for concurrent data access, using memory-mapped files, zero-copy deserialization, and wait-free synchronization.

Swiss army knife/kitchen sink for apps, api wrappers and other miscellaneous automation tasks.

This repo provides the server side code for llmsherpa API to connect. It includes parsers for various file formats.

Book about interpretable machine learning

🌊 Online machine learning in Python

Natural language processing pipeline for book-length documents (archival Java version; for current Python version, see: https://github.com/booknlp/booknlp)

Declarative visualization library for Python

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

An opinionated list of awesome Python frameworks, libraries, software and resources.

Practical Python Programming (course by @dabeaz)

📚 Directory of Python books

Python Data Science Handbook: full text in Jupyter Notebooks

Python script to sort your movies into folders based on IMDB rating

mobile web app to manage Bugzilla from your phone