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anime-style-transfer

Anime Style Transfer using UNet and Self Attention

attention

Minor time series forecasting experiments using attention mechanisms.

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

clip_visual

Projects related to CLIP

convnetjs

Deep Learning in Javascript. Train Convolutional Neural Networks (or ordinary ones) in your browser.

cookbook

Open-source AI cookbook

cv_misc

dataflowr_notebooks

code for deep learning courses

deep-vector-quantization

VQVAEs, GumbelSoftmaxes and friends

face_recognition

Using Dlib

gans

collection of jupyter notebooks that demonstrates the implementations of GANs

makemore

An autoregressive character-level language model for making more things

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

minbpe

Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.

mingpt

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

miniature_generative_model

This repository includes several implementation of generative models like GANs, Diffusion Model, etc.

nanogpt

The simplest, fastest repository for training/finetuning medium-sized GPTs.

ng-video-lecture

nn-zero-to-hero

Neural Networks: Zero to Hero

primer

Pre-requisites and Others

pytorch-made

MADE (Masked Autoencoder Density Estimation) implementation in PyTorch

pytorch-normalizing-flows

Normalizing flows in PyTorch. Current intended use is education not production.

pytorch_basics

Collection of ipynbs demonstrating the basics fundamentals of pytorch

pytorch_medical_imaging

Collection of ipynbs for the medical imaging using MonAI and Other DL Frameworks

reservoirpy

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

revised_dataflowr

Just Learning and Replicating

stanford-cs-229-machine-learning

VIP cheatsheets for Stanford's CS 229 Machine Learning

stuff-related-transformers

This repo includes projects-notebooks that invoolves the usage of transformers

thinkstats2

Text and supporting code for Think Stats, 2nd Edition

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.