Open-source project that provides AI-assisted learning, courses, tutorials, or study support.
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github.com
A Python-inspired implementation of the Optimum-Path Forest classifier.
github.com
Examples and guides for using the OpenAI API.
github.com
A low-level Linear Regression Engine utilizing the Ordinary Least Squares (OLS) method and QR decomposition.
github.com
Numenta Platform for Intelligent Computing.
github.com
Reference implementations of ML models written in numpy.
github.com
Support Vector Machine for Node.js.
github.com
Open-source project that provides AI-assisted learning, courses, tutorials, or study support.
github.com
NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
karpathy.ai
A free video series by Andrej Karpathy covering neural networks from scratch — backpropagation, makemore, GPT, and more.
github.com
IPython notebooks for a complete course around understanding Nervana's Neon.
github.com
A library of shared system prompts for creating customized educational GPT agents.
github.com
Methods for dimensionality reduction.
github.com
It implemented multi-perceptrons neural network (ニューラルネットワーク) based on Back Propagation Neural Networks (BPN) and designed unlimited-hidden-layers.
github.com
Multidimensional cluster generation in MATLAB/Octave.
github.com
Slides, scripts and materials for the Machine Learning in Finance course at NYU Tandon, 2022.
github.com
Lightweight ML utility for automated training, evaluation, and prediction with CLI and Python API support.
github.com
A high performance, memory efficient, maximally parallelized ensemble learning, integrated with scikit-learn.
github.com
A Repository Containing Classification, Clustering, Regression, Recommender Notebooks with illustration to make them.
github.com
A minimal, educational, Pythonic implementation of autograd (~100 loc).
azure.microsoft.com
Microsoft Azure provides AI-assisted learning, courses, tutorials, or study support.
github.com
Neural networks (boltzmann machines, feed-forward and recurrent nets), Gaussian Processes.
github.com
Metric Learning Algorithms in Python.
github.com
A Python module for metric learning.