## 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):
```shell
git clone https://github.com/lonePatient/TorchBlocks.git
cd TorchBlocks
python setup.py install
```
### Tutorials
* Tutorial 1 (text classification): [task_text_classification_cola.py](https://github.com/lonePatient/TorchBlocks/blob/master/examples/task_text_classification_cola.py)
* Tutorial 2 (siamese similarity): [task_siamese_similarity_afqmc.py](https://github.com/lonePatient/TorchBlocks/blob/master/examples/task_siamese_similarity_afqmc.py)
* Tutorial 3 (sequence labeling): [task_sequence_labeling_ner_crf.py](https://github.com/lonePatient/TorchBlocks/blob/master/examples/task_sequence_labeling_ner_crf.py)
* Tutorial 4 (sentence similarity): [task_sentence_similarity_lcqmc.py](https://github.com/lonePatient/TorchBlocks/blob/master/examples/task_sentence_similarity_lcqmc.py)
* Tutorial 5 (triple similarity): [task_triple_similarity_epidemic.py](https://github.com/lonePatient/TorchBlocks/blob/master/examples/task_triple_similarity_epidemic.py)
* Example scripts for each task: [TorchBlocks/examples/](https://github.com/lonePatient/TorchBlocks/tree/master/examples)
没有合适的资源?快使用搜索试试~ 我知道了~
资源推荐
资源详情
资源评论
收起资源包目录
PyPI 官网下载 | torchblocks_chen-1.0.1.2.tar.gz (103个子文件)
setup.cfg 38B
README.md 1KB
PKG-INFO 2KB
PKG-INFO 2KB
modeling_nezha.py 61KB
modeling_albert.py 54KB
modeling_bert_for_theseus.py 24KB
base.py 19KB
lr_scheduler.py 15KB
adversarial.py 11KB
base.py 11KB
ranger_adabelief.py 9KB
adabelief.py 9KB
sequence_labeling_trainer.py 9KB
download_glue_data.py 8KB
adafactor.py 8KB
adax.py 7KB
build_argparse.py 7KB
kd_loss.py 7KB
configuration_albert.py 7KB
configuration_nezha.py 6KB
classification.py 6KB
model_base.py 6KB
adabound.py 6KB
Vocabulary.py 5KB
tools.py 5KB
sequence_labeling_processor.py 5KB
ralars.py 5KB
paths.py 5KB
shampoo.py 5KB
adamod.py 5KB
bert_for_ner.py 4KB
lamb.py 4KB
lookahead.py 4KB
ralamb.py 4KB
adamw.py 4KB
logger.py 4KB
radam.py 4KB
nadam.py 4KB
tensor.py 4KB
lars.py 4KB
configuration_base.py 4KB
sgdw.py 3KB
model_checkpoint.py 3KB
novograd.py 3KB
adamp.py 3KB
early_stopping.py 3KB
sequence_labeling.py 3KB
sgdp.py 3KB
download_clue_data.py 3KB
embedding.py 3KB
utils.py 3KB
visual.py 3KB
planradam.py 3KB
bert_for_relation.py 3KB
utils.py 2KB
bert_for_attr.py 2KB
classifier_trainer.py 2KB
convert_albert_original_tf_checkpoint_to_pytorch.py 2KB
regression.py 2KB
progressbar.py 2KB
utils.py 2KB
classifier_processor.py 2KB
file_writer.py 2KB
priorwd.py 2KB
bert_with_mdp.py 2KB
triple_trainer.py 2KB
lstm_crf.py 2KB
focal_loss.py 2KB
ema.py 2KB
bert_for_multilabel.py 2KB
bert_for_triple.py 2KB
bert_for_siamese.py 2KB
utils.py 1KB
span_loss.py 1KB
setup.py 1KB
tokenizer.py 1KB
kl_divergence.py 1KB
symmetric_ce.py 945B
label_smoothing.py 925B
triplet_loss.py 913B
hard_mining.py 617B
__init__.py 446B
__init__.py 256B
base.py 247B
__init__.py 242B
__init__.py 213B
__init__.py 209B
__init__.py 192B
__init__.py 127B
__init__.py 119B
__init__.py 107B
__init__.py 104B
__init__.py 90B
__init__.py 87B
__init__.py 10B
__init__.py 2B
__init__.py 2B
__init__.py 1B
SOURCES.txt 3KB
共 103 条
- 1
- 2
资源评论
挣扎的蓝藻
- 粉丝: 13w+
- 资源: 15万+
上传资源 快速赚钱
- 我的内容管理 展开
- 我的资源 快来上传第一个资源
- 我的收益 登录查看自己的收益
- 我的积分 登录查看自己的积分
- 我的C币 登录后查看C币余额
- 我的收藏
- 我的下载
- 下载帮助
安全验证
文档复制为VIP权益,开通VIP直接复制
信息提交成功