Pinned Repositories
a-tour-of-pytorch-optimizers
A tour of different optimization algorithms in PyTorch.
code2vec
A PyTorch implementation of `code2vec: Learning Distributed Representations of Code` (Alon et al., 2018)
machine-learning-courses
A collection of machine learning courses.
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-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
pytorch-nli
A tutorial on how to implement models for natural language inference using PyTorch and TorchText. [IN PROGRESS]
pytorch-pos-tagging
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
pytorch-rl
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
bentrevett's Repositories
bentrevett/pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
bentrevett/pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
bentrevett/pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
bentrevett/pytorch-rl
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
bentrevett/pytorch-pos-tagging
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
bentrevett/a-tour-of-pytorch-optimizers
A tour of different optimization algorithms in PyTorch.
bentrevett/machine-learning-courses
A collection of machine learning courses.
bentrevett/pytorch-nli
A tutorial on how to implement models for natural language inference using PyTorch and TorchText. [IN PROGRESS]
bentrevett/pytorch-neural-style-transfer
bentrevett/pytorch-for-code
Using PyTorch to apply machine learning techniques to source code.
bentrevett/recurrent-attention-model
bentrevett/pytorch-dqn
An implementation of various flavours of deep Q-learning (DQN) in PyTorch.
bentrevett/lexisearch
Use semantic similarity models to query transcriptions from the Lex Fridman Podcast.
bentrevett/paper-notes
n'th attempt at keeping note of papers I have read
bentrevett/bentrevett.github.io
My personal website to act as a portfolio
bentrevett/attributed-document-qa
bentrevett/clip-search
Text-to-image search with OpenCLIP, Docker, Flask, Faiss, etc. and a basic front-end.
bentrevett/bentrevett
bentrevett/cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features
bentrevett/numberworld
A toy environment for task-oriented language grounding.
bentrevett/wordle-terminal
Wordle in the terminal.
bentrevett/atari-sparklines
Get a sparklines plot from the RAM of an Atari game.
bentrevett/aeffect
bentrevett/art2
Takes an image, makes a Markov chain across each channel, generates an image from the Markov chain.
bentrevett/glyphs-of-dialogue
bentrevett/hackerdaily2hackernews
bentrevett/pdfminer.six
Community maintained fork of pdfminer - we fathom PDF
bentrevett/Shared-with-Ben
bentrevett/slimevolleygym
A simple OpenAI Gym environment for single and multi-agent reinforcement learning
bentrevett/text
Data loaders and abstractions for text and NLP