hummingbird
/
fastNLP
Not watched
2
0
Fork 0
Code
Releases 13 Wiki Activity
Issues 0 Pull Requests 0 Datasets Model Cloudbrain
You can not select more than 25 topics Topics must start with a chinese character,a letter or number, can include dashes ('-') and can be up to 35 characters long.
526 Commits
3 Branches
25 MB
0 Download
 
 
 
 
 
Tree: aea931812b
Branches Tags
${ item.name }
Create branch ${ searchTerm }
from 'aea931812b'
${ noResults }
yh aea931812b 1. trainer中losser修改为loss 5 years ago
.github add logging in Trainer & Tester 6 years ago
docs * update README.md 5 years ago
fastNLP 1. trainer中losser修改为loss 5 years ago
reproduction refine git commits 5 years ago
test 1. trainer中losser修改为loss 5 years ago
tutorials 1. 优化trainer checkcode过程的报错信息 5 years ago
.travis.yml - add progress bar for data set loading 6 years ago
LICENSE add LICENSE, setup.py & requirements.txt 6 years ago
README.md * update README.md 5 years ago
requirements.txt 1. 优化trainer checkcode过程的报错信息 5 years ago
setup.py refine git commits 5 years ago

README.md

fastNLP

Build Status
codecov
PyPI version
Hex.pm
Documentation Status

FastNLP is a modular Natural Language Processing system based on PyTorch, built for fast development of NLP models.

A deep learning NLP model is the composition of three types of modules:

For example:

Requirements

  • numpy>=1.14.2
  • torch>=0.4.0
  • tensorboardX

Resources

Installation

Run the following commands to install fastNLP package.

pip install fastNLP

Project Structure

module type functionality example
encoder encode the input into some abstract representation embedding, RNN, CNN, transformer
aggregator aggregate and reduce information self-attention, max-pooling
decoder decode the representation into the output MLP, CRF
fastNLP an open-source NLP library
fastNLP.api APIs for end-to-end prediction
fastNLP.core data representation & train/test presedure
fastNLP.models a collection of NLP models
fastNLP.modules a collection of PyTorch sub-models/components/wheels
fastNLP.io readers & savers
Delete task

Are you sure you want to delete this task? Once this task is deleted, it cannot be recovered.

cancel
confirm

一款轻量级的自然语言处理（NLP）工具包，目标是减少用户项目中的工程型代码，例如数据处理循环、训练循环、多卡运行等

Python Jupyter Notebook Text CSV Markdown