TorchBlocks
A PyTorch-based toolkit for natural language processing
Requirements
- transformers>=4.1.1
- torch>=1.6.0
TorchBlocks requires Python 3.6+. We recommend installing TorchBlocks in a Linux or OSX environment.
Installation
Recommended (because of active development):
git clone https://github.com/lonePatient/TorchBlocks.git
cd TorchBlocks
python setup.py install
Tutorials
- Tutorial 1 (text classification): task_text_classification_cola.py
- Tutorial 2 (siamese similarity): task_siamese_similarity_afqmc.py
- Tutorial 3 (sequence labeling): task_sequence_labeling_ner_crf.py
- Tutorial 4 (sentence similarity): task_sentence_similarity_lcqmc.py
- Tutorial 5 (triple similarity): task_triple_similarity_epidemic.py
- Example scripts for each task: TorchBlocks/examples/
1 maintainer
Metadata
1 maintainer
Release files for torchblocks 1.0.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| torchblocks-1.0.0.tar.gz | 81.1 kB | Details |
Built distributions (wheels)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| torchblocks-1.0.0-py3.7.egg | Legacy Egg format | - | - | Details |
| torchblocks-1.0.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 487.9 kB
Release files / torchblocks-1.0.0.tar.gz
| Download URL | torchblocks-1.0.0.tar.gz |
|---|---|
| Size | 81.1 kB |
| Tags | Source |
|
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Release files / torchblocks-1.0.0-py3.7.egg
| Download URL | torchblocks-1.0.0-py3.7.egg |
|---|---|
| Size | 286.0 kB |
| Tags | Egg |
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twine/3.3.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/41.0.1 requests-toolbelt/0.9.1 tqdm/4.50.2 CPython/3.7.3
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Release files / torchblocks-1.0.0-py3-none-any.whl
| Download URL | torchblocks-1.0.0-py3-none-any.whl |
|---|---|
| Size | 120.8 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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twine/3.3.0 pkginfo/1.5.0.1 requests/2.24.0 setuptools/41.0.1 requests-toolbelt/0.9.1 tqdm/4.50.2 CPython/3.7.3
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