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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Examples and guides for using the OpenAI API
Python Data Science Handbook: full text in Jupyter Notebooks
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
250+ Fine-tuning & RL Notebooks for text, vision, audio, embedding, TTS models.
Lectures on scientific computing with python, as IPython notebooks.
Open Content for self-directed learning in data science
Beaker Extensions for Jupyter Notebook
A collection of guides and examples for the Gemma open models from Google.
[ACL 2024] An Easy-to-use Knowledge Editing Framework for LLMs.
Gallery of OSMnx tutorials, usage examples, and feature demonstrations.
Collection of notebook guides created by the Brev.dev team!
HarmBench: A Standardized Evaluation Framework for Automated Red Teaming and Robust Refusal
Explore machine learning and data science with Codespaces
Accessible Google Colab notebooks for Stable Diffusion Lora training, based on the work of kohya-ss and Linaqruf
A straightforward method for training your LLM, from downloading data to generating text.
Introduction to python use in geosciences.
Force DeepSeek r1 models to think for as long as you wish
Collection of QGIS resources featured on my blog
Florence-2 is a novel vision foundation model with a unified, prompt-based representation for a variety of computer vision and vision-language tasks.
Quick start scripts and tutorial notebooks to get started with TAO Toolkit
Educational implementation of a small GPT model from scratch in a single Jupyter Notebook
A Model Context Protocol (MCP) for Jupyter Notebook
Site for "Spatial Data Science for Sustainable Development" course at the Dept. Built Environment, Aalto University
Old source for jakevdp.github.io. New source at http://github.com/jakevdp/jakevdp.github.io-source
Open Knowledge Labs website (and general issue tracker).
JupyterLite template repository with xeus kernels and pre-installed packages