• This repository has been archived on 16/Oct/2022
  • Stars
    star
    25
  • Rank 957,573 (Top 19 %)
  • Language
    Jupyter Notebook
  • License
    MIT License
  • Created over 5 years ago
  • Updated almost 5 years ago

Reviews

There are no reviews yet. Be the first to send feedback to the community and the maintainers!

Repository Details

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

More Repositories

1

pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
Jupyter Notebook
5,334
star
2

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
Jupyter Notebook
4,346
star
3

pytorch-image-classification

Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
Jupyter Notebook
969
star
4

pytorch-rl

Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
Jupyter Notebook
259
star
5

pytorch-pos-tagging

A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
Jupyter Notebook
177
star
6

a-tour-of-pytorch-optimizers

A tour of different optimization algorithms in PyTorch.
Jupyter Notebook
81
star
7

machine-learning-courses

A collection of machine learning courses.
39
star
8

code2vec

A PyTorch implementation of `code2vec: Learning Distributed Representations of Code` (Alon et al., 2018)
Python
34
star
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-language-modeling

Jupyter Notebook
13
star
11

extreme-summarization-of-source-code

Implementation of 'A Convolutional Attention Network for Extreme Summarization of Source Code' in PyTorch using TorchText
Python
13
star
12

pytorch-text-classification

Jupyter Notebook
13
star
13

notes

Python
12
star
14

gradient-descent

Let's learn gradient descent by using linear regression, logistic regression and neural networks!
Jupyter Notebook
11
star
15

pytorch-neural-style-transfer

Python
11
star
16

pytorch-for-code

Using PyTorch to apply machine learning techniques to source code.
Python
10
star
17

pytorch-transfer-learning

Python
9
star
18

pytorch-practice

Jupyter Notebook
8
star
19

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

Implementation of 'Bag of Tricks for Efficient Text Classification' in PyTorch using TorchText
Python
8
star
20

recurrent-attention-model

Python
8
star
21

pytorch-dqn

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

paper-notes

n'th attempt at keeping note of papers I have read
6
star
23

lexisearch

Use semantic similarity models to query transcriptions from the Lex Fridman Podcast.
Python
6
star
24

CodeSearchNet

Python
5
star
25

relation-networks

Implementation of the bAbi task from A simple neural network module for relational reasoning in PyTorch using TorchText.
Python
3
star
26

variational-autoencoders

Jupyter Notebook
3
star
27

bentrevett.github.io

My personal website to act as a portfolio
HTML
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

character-aware-neural-language-models

Implementation of 'Character-Aware Neural Language Models' in PyTorch using TorchText
Python
2
star
32

attributed-document-qa

Python
2
star
33

clip-search

Text-to-image search with OpenCLIP, Docker, Flask, Faiss, etc. and a basic front-end.
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

bentrevett

1
star
39

Glucoduino-Classic-Bluetooth-Application

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

keepnote

Google Chrome note taking extension
JavaScript
1
star
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