pytorch-sentiment-analysis

Sentiment Analysis Tutorials

A tutorial repository for building sentiment analysis models with PyTorch using various architectures and techniques.

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

GitHub

4k stars
84 watching
1k forks
Language: Jupyter Notebook
last commit: over 2 years ago
bertcnncnn-text-classificationfasttextlstmlstm-sentiment-analysisnatural-language-processingnlppytorchpytorch-nlppytorch-tutorialpytorch-tutorialsrecurrent-neural-networksrnnsentiment-analysissentiment-classificationtorchtexttransformerstutorialword-embeddings

Related projects:

RepositoryDescriptionStars
yunjey/pytorch-tutorialA comprehensive tutorial project that provides code examples for learning PyTorch by implementing various deep learning models and demonstrating their usage.30,401
pytorch/examplesA collection of curated examples showcasing various PyTorch applications in computer vision, natural language processing, and reinforcement learning.22,530
shawn1993/cnn-text-classification-pytorchAn implementation of Kim's Convolutional Neural Networks for Sentence Classification in PyTorch1,022
pytorch/pytorchA Python library providing tensors and dynamic neural networks with strong GPU acceleration84,978
p-christ/deep-reinforcement-learning-algorithms-with-pytorchPyTorch implementations of popular deep reinforcement learning algorithms and environments.5,669
dsksd/deepnlp-models-pytorchPytorch implementations of various Deep NLP models from Stanford's cs-224n course2,957
shenweichen/deepctr-torchA PyTorch-based package for building and training click-through rate models using various deep learning architectures.3,055
ptrblck/prog_gans_pytorch_inferenceReproducible PyTorch inference of the Progressive Growing of GANs model using CelebA training snapshot322
qubvel-org/segmentation_models.pytorchA comprehensive library for training and applying deep learning models for image segmentation9,829
donnyyou/torchcvA comprehensive PyTorch-based framework for computer vision tasks2,249
l0sg/relational-rnn-pytorchAn implementation of DeepMind's Relational Recurrent Neural Networks (Santoro et al. 2018) in PyTorch for word language modeling245
mrgemy95/visual-interaction-networks-pytorchAn implementation of Deepmind's Visual Interaction Networks using PyTorch to predict future events in physical scenes.166
zhanghang1989/pytorch-encodingA Python framework for building deep learning models with optimized encoding layers and batch normalization.2,044
locuslab/tcnAn empirical evaluation of generic convolutional and recurrent networks for sequence modeling4,204
4uiiurz1/pytorch-res2netImplementations of deep learning architectures using PyTorch for image classification tasks on various datasets.112