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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
This is a repo with links to everything you'd ever want to learn about data engineering
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filte…
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
Examples and guides for using the Gemini API
Sample code and notebooks for Generative AI on Google Cloud, with Gemini on Vertex AI
Anthropic's educational courses
Multi-Joint dynamics with Contact. A general purpose physics simulator.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Python training for business analysts and traders
Understanding Deep Learning - Simon J.D. Prince
Official code repo for the O'Reilly Book - "Hands-On Large Language Models"
A computer science textbook
Official codebase used to develop Vision Transformer, SigLIP, MLP-Mixer, LiT and more.
Anthropic's Interactive Prompt Engineering Tutorial
Some ipython notebooks implementing AI algorithms
Python interactive dashboards for learning data science
This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learna…
Complete implementations from "Algorithms for Modern Hardware"
This repository shares end-to-end notebooks on how to use various Weaviate features and integrations!
Frontier Multimodal Foundation Models for Image and Video Understanding
Graph Machine Learning course, Xavier Bresson, 2023
NLP Zero to Hero in just 10 Kernels
Python implementation of MPPI (Model Predictive Path-Integral) controller to understand the basic idea. Mandatory dependencies are numpy and matplotlib only.
A Tutorial on Manipulator Differential Kinematics
Action Chunking Transformer implementation for low cost robot
ROS 2 implementation of robotics algorithms based on the Probabilistic Robotics book