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The Top 23 Pytorch Natural Language Processing Lstm Open Source Projects

Open source projects categorized as Pytorch Natural Language Processing Lstm
Categories > Machine Learning > Natural Language Processing
Deeplearning ⭐ 7,463
深度学习入门教程, 优秀文章, Deep Learning Tutorial
most recent commit 2 years ago
Pytorch Sentiment Analysis ⭐ 4,133
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
most recent commit 3 months ago
Nlp Beginner ⭐ 3,884
NLP上手教程
most recent commit 3 years ago
Sru ⭐ 2,012
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
dependent packages 2total releases 32most recent commit 2 years agopypi sru} Downloads
Ncrfpp ⭐ 1,862
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
total releases 1most recent commit 2 years ago
Deeplearningfornlpinpytorch ⭐ 1,605
An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.
most recent commit 4 years ago
Conv Emotion ⭐ 1,146
This repo contains implementation of different architectures for emotion recognition in conversations.
most recent commit 10 months ago
Pytorchtext ⭐ 959
1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)
most recent commit 6 years ago
Getting Things Done With Pytorch ⭐ 873
Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.
most recent commit 3 years ago
Attention Networks For Classification ⭐ 477
Hierarchical Attention Networks for Document Classification in PyTorch
most recent commit 4 years ago
Bi Lstm Crf ⭐ 180
A PyTorch implementation of the BI-LSTM-CRF model.
total releases 5most recent commit a year ago
Rnn_lstm_from_scratch ⭐ 142
How to build RNNs and LSTMs from scratch with NumPy.
most recent commit 4 years ago
Semanaly ⭐ 137
semantic analysis using word2vector, doc2vector,lstm and other method. mainly for text similarity analysis.
most recent commit 6 years ago
Chinese Sentiment Classification ⭐ 117
简单的中文文本情感分类 (MLP, CNN, RNN in PyTorch) - 2019 THU 人工智能导论作业
most recent commit a year ago
Pytorch Pos Tagging ⭐ 109
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
most recent commit 3 years ago
Pytorch_gbw_lm ⭐ 90
PyTorch Language Model for 1-Billion Word (LM1B / GBW) Dataset
most recent commit 5 years ago
Dialogue Understanding ⭐ 82
This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study
most recent commit 3 years ago
Lstm_sentence_classifier ⭐ 61
LSTM-based Models for Sentence Classification in PyTorch
most recent commit 4 years ago
End To End Sequence Labeling Via Bi Directional Lstm Cnns Crf Tutorial ⭐ 59
Tutorial for End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
most recent commit 4 years ago
Pretraining For Language Understanding ⭐ 59
Pre-training of Language Models for Language Understanding
most recent commit 5 years ago
Nlp_notebooks ⭐ 46
Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.
most recent commit a year ago
Text Generation Bilstm Pytorch ⭐ 43
In this repository you will find an end-to-end model for text generation by implementing a Bi-LSTM-LSTM based model with PyTorch's LSTMCells.
most recent commit 4 years ago
Dl_notebooks ⭐ 42
This repo contains all the notebooks mentioned in blog.
most recent commit 4 years ago
The 5 Latest Releases In Pytorch Natural Language Processing Lstm Open Source Projects
Pytorch Ner ⭐ 42
Pipeline for training NER models using PyTorch.
total releases 1latest release October 15, 2021most recent commit 2 years ago
Sru ⭐ 2,012
Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)
dependent packages 2total releases 32latest release June 17, 2021most recent commit 2 years agopypi sru} Downloads
Bi Lstm Crf ⭐ 180
A PyTorch implementation of the BI-LSTM-CRF model.
total releases 5latest release October 23, 2020most recent commit a year ago
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