Ben Trevett's repositories
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.
pytorch-nli
A tutorial on how to implement models for natural language inference using PyTorch and TorchText. [IN PROGRESS]
pytorch-for-code
Using PyTorch to apply machine learning techniques to source code.
paper-notes
n'th attempt at keeping note of papers I have read
lexisearch
Use semantic similarity models to query transcriptions from the Lex Fridman Podcast.
pytorch-dqn
An implementation of various flavours of deep Q-learning (DQN) in PyTorch.
bentrevett.github.io
My personal website to act as a portfolio
clip-search
Text-to-image search with OpenCLIP, Docker, Flask, Faiss, etc. and a basic front-end.
atari-sparklines
Get a sparklines plot from the RAM of an Atari game.
numberworld
A toy environment for task-oriented language grounding.
slimevolleygym
A simple OpenAI Gym environment for single and multi-agent reinforcement learning
wordle-terminal
Wordle in the terminal.
pdfminer.six
Community maintained fork of pdfminer - we fathom PDF