Ben Trevett (@bentrevett)
github

bentrevett

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Top repositories

1

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Jupyter Notebook
5,139
star
2

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Jupyter Notebook
4,213
star
3

pytorch-image-classification

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
Jupyter Notebook
909
star
4

pytorch-rl

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Jupyter Notebook
251
star
5

pytorch-pos-tagging

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
Jupyter Notebook
176
star
6

a-tour-of-pytorch-optimizers

A tour of different optimization algorithms in PyTorch.
Jupyter Notebook
77
star
7

machine-learning-courses

A collection of machine learning courses.
36
star
8

code2vec

A PyTorch implementation of `code2vec: Learning Distributed Representations of Code` (Alon et al., 2018)
Python
33
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9

pytorch-generative-models

[IN PROGRESS] An introduction to generative adversarial networks (GANs) and variational autoencoders (VAEs) in PyTorch, by implementing a few key architectures.
Jupyter Notebook
29
star
10

pytorch-nli

A tutorial on how to implement models for natural language inference using PyTorch and TorchText. [IN PROGRESS]
Jupyter Notebook
25
star
11

pytorch-language-modeling

Jupyter Notebook
13
star
12

extreme-summarization-of-source-code

Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code' in PyTorch using TorchText
Python
13
star
13

pytorch-text-classification

Jupyter Notebook
13
star
14

notes

Python
12
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15

gradient-descent

Let's learn gradient descent by using linear regression, logistic regression and neural networks!
Jupyter Notebook
11
star
16

pytorch-neural-style-transfer

Python
11
star
17

pytorch-for-code

Using PyTorch to apply machine learning techniques to source code.
Python
10
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18

pytorch-transfer-learning

Python
9
star
19

pytorch-practice

Jupyter Notebook
8
star
20

bag-of-tricks-for-efficient-text-classification

Implementation of 'Bag of Tricks for Efficient Text Classification' in PyTorch using TorchText
Python
8
star
21

pytorch-dqn

An implementation of various flavours of deep Q-learning (DQN) in PyTorch.
Jupyter Notebook
7
star
22

recurrent-attention-model

Python
7
star
23

paper-notes

n'th attempt at keeping note of papers I have read
6
star
24

lexisearch

Use semantic similarity models to query transcriptions from the Lex Fridman Podcast.
Python
6
star
25

CodeSearchNet

Python
4
star
26

relation-networks

Implementation of the bAbi task from A simple neural network module for relational reasoning in PyTorch using TorchText.
Python
3
star
27

variational-autoencoders

Jupyter Notebook
3
star
28

snli

https://nlp.stanford.edu/projects/snli/
Python
3
star
29

go-practice

Go
2
star
30

Glucoduino

Project to read data from glucometers using the Arduino platform
C++
2
star
31

bentrevett.github.io

My personal website to act as a portfolio
HTML
2
star
32

character-aware-neural-language-models

Implementation of 'Character-Aware Neural Language Models' in PyTorch using TorchText
Python
2
star
33

attributed-document-qa

Python
2
star
34

wordle-terminal

Wordle in the terminal.
Python
1
star
35

art

Markov chain to generate "art"
Python
1
star
36

sorting-algorithms

Implementation of sorting algorithms, with visualizations.
1
star
37

py-algorithms

Implementation of various algorithms in Python 3.
Jupyter Notebook
1
star
38

keepnote

Google Chrome note taking extension
JavaScript
1
star
39

Glucoduino-Classic-Bluetooth-Application

Android application for glucoduino project using standard Bluetooth
Java
1
star
40

bentrevett

1
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41

brainfuck-python

A brainfuck interpreter in Python 3.
Brainfuck
1
star
42

numberworld

A toy environment for task-oriented language grounding.
Python
1
star
43

Glucoduino-CSR-Chip

Code for the CSR uEnergy SDK for the glucoduino project
C
1
star