medspacy
tf-transformers
| medspacy | tf-transformers | |
|---|---|---|
| 2 | 5 | |
| 478 | 84 | |
| 1.9% | - | |
| 8.3 | 1.7 | |
| 8 days ago | about 1 year ago | |
| Jupyter Notebook | Jupyter Notebook | |
| MIT License | Apache License 2.0 |
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medspacy
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Guidance needed: Extracting diseases and symptoms from medical text
https://github.com/medspacy/medspacy and https://allenai.github.io/scispacy/ should get you most of the way there
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[N] Google confirms DeepMind Health Streams project has been killed off
Not to hand, but there are a few frameworks. The big one is cTAKES, but also fastumls. Uh I work with two others: LEO which is a fancy version of cTAKES and medspacy, which is a medical version of spacy, which is great. Bonus points: medspacy is in python. Disclaimer: I actually work on medspacy. https://github.com/medspacy/medspacy
tf-transformers
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Tensorflow-Transformers 2.0 ( for NLP, CV, Audio )
Code : GitHub - legacyai/tf-transformers: State of the art faster Natural Language Processing in Tensorflow 2.0 . 1 Website : https://legacyai.github.io/tf-transformers 1
- [P] Production Ready NLP Deep learning tutorials on tensorflow 2.0. tf-transformers
- Do we really need to Dstill Language Models? Joint loss is all we need - Albert-Joint .
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tf-transformers : State of the art faster NLP in Tensorflow 2.0 . 80 % faster to existing TF based libraries.
Faster Auto Regressive Decoding using Tensorflow2. Faster than PyTorch in most experiments (V100 GPU). 80% faster compared to existing TF based libraries (relative difference) Refer benchmark code.
- [D] Why is tensorflow so hated on and pytorch is the cool kids framework?
What are some alternatives?
spaCy - 💫 Industrial-strength Natural Language Processing (NLP) in Python
flax - Flax is a neural network library for JAX that is designed for flexibility.
interpret - Fit interpretable models. Explain blackbox machine learning.
MIRNet-TFJS - TensorFlow JS models for MIRNet for low-light💡 image enhancement
scispacy - A full spaCy pipeline and models for scientific/biomedical documents.
bertviz - BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
practical-pytorch - Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
BERT-for-Mobile - Compares the DistilBERT and MobileBERT architectures for mobile deployments.
course-nlp - A Code-First Introduction to NLP course
gpt-3-simple-tutorial - Generate SQL from Natural Language Sentences using OpenAI's GPT-3 Model
TopMost - A Topic Modeling System Toolkit
transformers - 🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.