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BaderLab
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saber
Saber is a deep-learning based tool for information extraction in the biomedical domain. Pull requests are welcome! Note: this is a work in progress. Many things are broken, and the codebase is not stable.
https://baderlab.github.io/saber/
MIT License
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Better control over type of training strategy
#150
JohnGiorgi
closed
5 years ago
0
Metrics class should behave more like Keras's default History Callback
#149
JohnGiorgi
opened
5 years ago
0
Joint, BERT-based model for NER and RC
#148
JohnGiorgi
closed
5 years ago
0
Try out new grounding service
#147
JohnGiorgi
opened
5 years ago
0
saber.load_dataset() should be able to pull from pubannotation.
#146
JohnGiorgi
opened
5 years ago
0
Change default save directory
#145
JohnGiorgi
opened
5 years ago
0
Switch to absolute imports
#144
JohnGiorgi
closed
5 years ago
0
Put tensors returned under predict on CPU
#143
JohnGiorgi
closed
5 years ago
0
Remove large files from commit history
#142
JohnGiorgi
closed
5 years ago
0
Multi-task BERT for NER
#141
JohnGiorgi
closed
5 years ago
1
Need nicely formatted string representation of a PyTorch model
#140
JohnGiorgi
opened
5 years ago
0
Multi-task BERT
#139
JohnGiorgi
closed
5 years ago
0
BioBERT
#138
JohnGiorgi
closed
5 years ago
1
Optimizers not being reset during cross-validation
#137
JohnGiorgi
closed
5 years ago
0
Switch to SciSpacy
#136
JohnGiorgi
opened
5 years ago
0
Load BioBERT weights
#135
JohnGiorgi
closed
5 years ago
9
Add pre-trained model to Google Drive
#134
JohnGiorgi
closed
5 years ago
0
Fix Bert Preprocessing
#133
JohnGiorgi
closed
5 years ago
0
Evaluation is slow
#132
JohnGiorgi
opened
5 years ago
0
Better Handling of Rare Words
#131
JohnGiorgi
opened
5 years ago
0
Better Batching
#130
JohnGiorgi
closed
5 years ago
0
Simplify BiLSTM-CRF Architecture
#129
JohnGiorgi
closed
5 years ago
0
Update NeuralCoref
#128
JohnGiorgi
closed
5 years ago
4
NeuralCoref is now on pip
#127
JohnGiorgi
closed
5 years ago
0
Multiple models
#126
JohnGiorgi
closed
5 years ago
1
Easy way to evaluate a model
#125
JohnGiorgi
opened
5 years ago
0
⬆️ Update spacy requirement from <=2.0.13,>=2.0.11 to >=2.0.11,<2.1.2
#124
dependabot-preview[bot]
closed
5 years ago
6
⬆️ Update spacy requirement from <=2.0.13,>=2.0.11 to >=2.0.11,<2.1.1
#123
dependabot-preview[bot]
closed
5 years ago
4
Dependabot can't evaluate your Python dependency files
#122
dependabot-preview[bot]
closed
5 years ago
0
Save load annotate with bert
#121
JohnGiorgi
closed
5 years ago
0
Config file needs to be re-written to better handle multiple models
#120
JohnGiorgi
opened
5 years ago
0
Add grounding for major entity types using EXTRACT 2.0 API
#119
JohnGiorgi
closed
5 years ago
2
Min functioning pytorch model
#118
JohnGiorgi
closed
5 years ago
3
Add CHED base model
#117
JohnGiorgi
closed
5 years ago
1
⬆️ Bump msgpack from 0.5.6 to 0.6.1
#116
dependabot-preview[bot]
closed
5 years ago
5
Move pre-trained models to cloud
#115
JohnGiorgi
closed
5 years ago
3
Move models from repository to cloud
#114
JohnGiorgi
closed
5 years ago
8
Update long description in setup.py
#113
JohnGiorgi
closed
5 years ago
0
⬆️ Bump msgpack from 0.5.6 to 0.6.0
#112
dependabot-preview[bot]
closed
5 years ago
4
⬆️ Bump gensim from 3.6.0 to 3.7.0
#111
dependabot-preview[bot]
closed
5 years ago
3
Prepare for PyPI
#110
cthoyt
closed
5 years ago
4
⬆️ Bump waitress from 1.1.0 to 1.2.0
#109
dependabot-preview[bot]
closed
5 years ago
3
Use new CRF loss function defined by keras-contrib
#108
JohnGiorgi
closed
5 years ago
1
⬆️ Bump scikit-learn from 0.20.1 to 0.20.2
#107
dependabot-preview[bot]
closed
5 years ago
2
Try Yogi Optimizer
#106
JohnGiorgi
closed
5 years ago
0
Argument `fine_tune_word_embeddings` has no effect when transfer learning
#105
JohnGiorgi
opened
5 years ago
0
Add Google Colaboratory link to readme
#104
JohnGiorgi
closed
5 years ago
1
Use Google Colab for a tutorial
#103
JohnGiorgi
closed
5 years ago
0
Fixes build issue on TravisCI caused by msgpack issue
#102
JohnGiorgi
closed
5 years ago
1
Somewhat refs #90: fixed a syntax error; also used asyncio
#101
IgorRodchenkov
closed
5 years ago
2
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