AI Education & Learning

A free video series by Andrej Karpathy covering neural networks from scratch — backpropagation, makemore, GPT, and more.

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

Open-source project that provides AI-assisted learning, courses, tutorials, or study support.

Open-source project that provides AI-assisted learning, courses, tutorials, or study support.

Open-source project that provides AI-assisted learning, courses, tutorials, or study support.

NN Visual provides AI-assisted learning, courses, tutorials, or study support.

Support Vector Machine for Node.js.

Reference implementations of ML models written in numpy.

Numenta Platform for Intelligent Computing.

NVIDIA AI provides AI-assisted learning, courses, tutorials, or study support.

A low-level Linear Regression Engine utilizing the Ordinary Least Squares (OLS) method and QR decomposition.

Examples and guides for using the OpenAI API.

A Python-inspired implementation of the Optimum-Path Forest classifier.

Supports teaching, studying or skills practice with AI-guided learning tools.

Supports teaching, studying or skills practice with AI-guided learning tools.

Open-source project that provides AI-assisted learning, courses, tutorials, or study support.

Reinforcement learning using Markov Decision Processes.

Swift Language Bindings of TensorFlow. Using native TensorFlow models on both macOS / Linux.

Hidden Markov Models for Python, implemented in Cython for speed and efficiency.

Supports teaching, studying or skills practice with AI-guided learning tools.

Supports teaching, studying or skills practice with AI-guided learning tools.

prophet provides AI-assisted learning, courses, tutorials, or study support.

Multidimensional cluster generation in Python.

Supports teaching, studying or skills practice with AI-guided learning tools.