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→ bentrevett
7 open source projects by bentrevett
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1.
Pytorch Seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
✭ 3,418
Jupyter Notebook
pytorch
tutorial
lstm
transformer
rnn
attention
seq2seq
pytorch-tutorial
neural-machine-translation
encoder-decoder
sequence-to-sequence
gru
pytorch-tutorials
encoder-decoder-model
pytorch-implmention
pytorch-nlp
torchtext
pytorch-implementation
pytorch-seq2seq
cnn-seq2seq
2.
Pytorch Sentiment Analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
✭ 3,209
Jupyter Notebook
pytorch
nlp
tutorial
natural-language-processing
cnn
lstm
rnn
sentiment-analysis
recurrent-neural-networks
pytorch-tutorial
word-embeddings
fasttext
pytorch-tutorials
sentiment-classification
transformers
bert
cnn-text-classification
lstm-sentiment-analysis
pytorch-nlp
torchtext
3.
Pytorch Rl
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
✭ 121
jupyter-notebook
pytorch
reinforcement-learning
pytorch-tutorial
rl
policy-gradient
actor-critic
pytorch-tutorials
4.
Pytorch Pos Tagging
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
✭ 96
jupyter-notebook
pytorch
tutorial
natural-language-processing
cnn
lstm
tutorials
rnn
recurrent-neural-networks
pytorch-tutorial
pos
pos-tagging
pytorch-tutorials
part-of-speech-tagger
5.
Pytorch Image Classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
✭ 272
jupyter-notebook
pytorch
tutorial
convolutional-neural-networks
cnn
image-classification
resnet
pytorch-tutorial
convolutional-networks
vgg
pytorch-tutorials
6.
a-tour-of-pytorch-optimizers
A tour of different optimization algorithms in PyTorch.
✭ 46
Jupyter Notebook
optimization
pytorch
adadelta
sgd
optimization-algorithms
adam
adagrad
rmsprop
pytorch-optimizers
7.
pytorch-nli
A tutorial on how to implement models for natural language inference using PyTorch and TorchText. [IN PROGRESS]
✭ 25
Jupyter Notebook
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