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Code samples for my book "Neural Networks and Deep Learning" [DEEP LEARNING].
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karpathy.ai
A free video series by Andrej Karpathy covering neural networks from scratch — backpropagation, makemore, GPT, and more.
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Generating retro pixel game characters with Generative Adversarial Networks. Dataset "TinyHero" included.
animatedai.github.io
Animations and instructional videos about neural networks.
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Platform for Neural Network Search (NAS) that allows you to generate efficient deep networks for your applications.
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Fast Neural Networks framework built on top of Metal. Supports TensorFlow models.
editor.besser-pearl.org
Browser-based visual editor for designing neural networks and automatically generating PyTorch and TensorFlow code.
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Neural networks in JavaScript - continued community fork of Brain.
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Fast, flexible and fun neural networks. This is the successor of PyBrain.
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Theano based library for deep and recurrent neural networks.
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Project that automatically maps relationship networks by parsing public data using LLMs and visualizes it as an interactive graph.
colah.github.io
Blog for understanding Neural Networks!
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Neural networks, regression and feature learning in Clojure.
cs231n.github.io
Course materials and notes for Stanford class CS231n: Deep Learning for Computer Vision.
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Very simple implementation of neural networks for dummies in python without using any libraries, with detailed comments.
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Deeplearn-rs provides simple networks that use matrix multiplication, addition, and ReLU under the MIT license.
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Deep learning in Rust, with shape checked tensors and neural networks.
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FeatherCNN is a high performance inference engine for convolutional neural networks.
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Deep Neural Networks for Golang (powered by MXNet).
Implementation of image to image (pix2pix) translation from the paper by isola et al.[DEEP LEARNING].
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Lightweight library to build and train neural networks in Theano.
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Implementation of MusicLM, Google's new SOTA model for music generation using attention networks, in Pytorch.
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A low-code framework for building custom AI models like LLMs and other deep neural networks. opensource.
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Neural networks (boltzmann machines, feed-forward and recurrent nets), Gaussian Processes.