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Slides, scripts and materials for the Machine Learning in Finance course at NYU Tandon, 2022.
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Multidimensional cluster generation in MATLAB/Octave.
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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.
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Methods for dimensionality reduction.
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A library of shared system prompts for creating customized educational GPT agents.
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IPython notebooks for a complete course around understanding Nervana's Neon.
github.com
Supports teaching, studying or skills practice with AI-guided learning tools.
karpathy.ai
A free video series by Andrej Karpathy covering neural networks from scratch — backpropagation, makemore, GPT, and more.
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NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.
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Open-source project that provides AI-assisted learning, courses, tutorials, or study support.
github.com
Open-source project that provides AI-assisted learning, courses, tutorials, or study support.
github.com
Open-source project that provides AI-assisted learning, courses, tutorials, or study support.
nn-visual.com
NN Visual provides AI-assisted learning, courses, tutorials, or study support.
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Support Vector Machine for Node.js.
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Reference implementations of ML models written in numpy.
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Numenta Platform for Intelligent Computing.
nvidia.com
NVIDIA AI provides AI-assisted learning, courses, tutorials, or study support.
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A low-level Linear Regression Engine utilizing the Ordinary Least Squares (OLS) method and QR decomposition.
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Examples and guides for using the OpenAI API.
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Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.
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A Python-inspired implementation of the Optimum-Path Forest classifier.
orangedatamining.com
Supports teaching, studying or skills practice with AI-guided learning tools.
sd-parseq.web.app
Supports teaching, studying or skills practice with AI-guided learning tools.
Open-source project that provides AI-assisted learning, courses, tutorials, or study support.