Text_summarizer
Applied attention on Sequence to Sequence model for the task of Text Summarizer using Tensorflow's raw_rnn. here, I haven't used Tensorflow's inbuilt seq2seq function. The reason behind is to apply attention mechanism manually.
| Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
|---|---|---|---|---|---|---|---|---|---|---|
| Nlp Tutorial | 13,226 | 7 months ago | 35 | mit | Jupyter Notebook | |||||
| Natural Language Processing Tutorial for Deep Learning Researchers | ||||||||||
| Text_classification | 7,628 | 9 months ago | 45 | mit | Python | |||||
| all kinds of text classification models and more with deep learning | ||||||||||
| Nmt | 6,085 | 2 years ago | 275 | apache-2.0 | Python | |||||
| TensorFlow Neural Machine Translation Tutorial | ||||||||||
| Pytorch Seq2seq | 5,024 | 5 months ago | mit | Jupyter Notebook | ||||||
| Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText. | ||||||||||
| Nlp Models Tensorflow | 1,329 | 4 years ago | 3 | mit | Jupyter Notebook | |||||
| Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0 | ||||||||||
| Attention Ocr | 957 | 8 months ago | 21 | April 19, 2019 | 26 | mit | Python | |||
| A Tensorflow model for text recognition (CNN + seq2seq with visual attention) available as a Python package and compatible with Google Cloud ML Engine. | ||||||||||
| Nlp Tutorials | 794 | a year ago | 7 | mit | Python | |||||
| Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com | ||||||||||
| Seq2seq Pytorch | 653 | 7 years ago | 6 | wtfpl | Python | |||||
| Sequence to Sequence Models with PyTorch | ||||||||||
| Joeynmt | 647 |  | 1 | 5 months ago | 13 | September 20, 2022 | 12 | apache-2.0 | Python | |
| Minimalist NMT for educational purposes | ||||||||||
| Rlseq2seq | 610 | 4 years ago | 12 | mit | Python | |||||
| Deep Reinforcement Learning For Sequence to Sequence Models | ||||||||||
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Python
Tensorflow
Attention
Recurrent Neural Networks
Sequence To Sequence
Attention Mechanism