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pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.pytorch-rl
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]pytorch-pos-tagging
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.a-tour-of-pytorch-optimizers
A tour of different optimization algorithms in PyTorch.machine-learning-courses
A collection of machine learning courses.code2vec
A PyTorch implementation of `code2vec: Learning Distributed Representations of Code` (Alon et al., 2018)pytorch-generative-models
[IN PROGRESS] An introduction to generative adversarial networks (GANs) and variational autoencoders (VAEs) in PyTorch, by implementing a few key architectures.pytorch-nli
A tutorial on how to implement models for natural language inference using PyTorch and TorchText. [IN PROGRESS]pytorch-language-modeling
extreme-summarization-of-source-code
Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code' in PyTorch using TorchTextpytorch-text-classification
notes
gradient-descent
Let's learn gradient descent by using linear regression, logistic regression and neural networks!pytorch-neural-style-transfer
pytorch-for-code
Using PyTorch to apply machine learning techniques to source code.pytorch-transfer-learning
pytorch-practice
bag-of-tricks-for-efficient-text-classification
Implementation of 'Bag of Tricks for Efficient Text Classification' in PyTorch using TorchTextrecurrent-attention-model
pytorch-dqn
An implementation of various flavours of deep Q-learning (DQN) in PyTorch.paper-notes
n'th attempt at keeping note of papers I have readlexisearch
Use semantic similarity models to query transcriptions from the Lex Fridman Podcast.CodeSearchNet
relation-networks
Implementation of the bAbi task from A simple neural network module for relational reasoning in PyTorch using TorchText.variational-autoencoders
bentrevett.github.io
My personal website to act as a portfoliosnli
https://nlp.stanford.edu/projects/snli/go-practice
Glucoduino
Project to read data from glucometers using the Arduino platformcharacter-aware-neural-language-models
Implementation of 'Character-Aware Neural Language Models' in PyTorch using TorchTextattributed-document-qa
clip-search
Text-to-image search with OpenCLIP, Docker, Flask, Faiss, etc. and a basic front-end.art
Markov chain to generate "art"sorting-algorithms
Implementation of sorting algorithms, with visualizations.py-algorithms
Implementation of various algorithms in Python 3.bentrevett
Glucoduino-Classic-Bluetooth-Application
Android application for glucoduino project using standard Bluetoothkeepnote
Google Chrome note taking extensionbrainfuck-python
A brainfuck interpreter in Python 3.numberworld
A toy environment for task-oriented language grounding.Glucoduino-CSR-Chip
Code for the CSR uEnergy SDK for the glucoduino projectLove Open Source and this site? Check out how you can help us