NCRFpp
nn-morse
| NCRFpp | nn-morse | |
|---|---|---|
| 1 | 1 | |
| 1,877 | 40 | |
| - | - | |
| 0.0 | 10.0 | |
| almost 2 years ago | about 1 year ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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NCRFpp
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Speech and Language Processing (3rd ed. draft)
They still talk about Hidden Markov Models (HMMs) in quite a bit of detail in the sequence labelling chapter, but you are quite right, Conditional Random Fields (CRFs) and especially neural network based CRFs are in the top rankings when it comes to named entity recognition (NER) and part-of-speech tagging (POS), e.g. see https://github.com/jiesutd/NCRFpp.
nn-morse
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nn-morse neural network mentioned in ftroop by VK6MIK
This is the open source nn-morse software I mentioned in ftroop The repo is here https://github.com/pd0wm/nn-morse and it's described in this blog post https://blog.willemmelching.nl/random/2020/05/10/morse/
What are some alternatives?
zshot - Zero and Few shot named entity & relationships recognition
Muzero-unplugged - Pytorch Implementation of MuZero Unplugged for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.
seqeval - A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
morse - Morse code translator
Stanza - Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages
pymorse - A simple python script to convert morse code into characters and characters into morse code.
thinc - 🔮 A refreshing functional take on deep learning, compatible with your favorite libraries
Muzero - Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space.
SimpNet-Deep-Learning-in-a-Shader - A trainable convolutional neural network inside a fragment shader
EasyOCR - Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.
pytorch-partial-crf - CRF, Partial CRF and Marginal CRF in PyTorch
speech-music-detection - Python framework for Speech and Music Detection using Keras.