qcwthu Goto Github PK

lr-cnn

lstm-crf-pytorch-faster

An more than 1000X faster paralleled LSTM-CRF implementation modified from the slower version in the Pytorch official tutorial (URL:https://pytorch.org/tutorials/beginner/nlp/advanced_tutorial.html).

ltp

Language Technology Platform

machine-learning-interview

Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.

maml-pytorch

Elegant PyTorch implementation of paper Model-Agnostic Meta-Learning (MAML)

mer

Fork of the GEM project (https://github.com/facebookresearch/GradientEpisodicMemory) including Meta-Experience Replay (MER) methods from the ICLR 2019 paper (https://openreview.net/pdf?id=B1gTShAct7)

mlapp_cn_code

《Machine Learning: A Probabilistic Perspective》（Kevin P. Murphy）中文翻译和书中算法的Python实现。

mlflow

Open source platform for the machine learning lifecycle

mlquestions

Machine Learning and Computer Vision Engineer - Technical Interview Questions

mrcl

Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"

multidigraphner

A Neural Multi-digraph Model for Chinese NER with Gazetteers

ncrfpp

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

ner-datasets

Datasets to train supervised classifiers for Named-Entity Recognition in different languages (Portuguese, German, Dutch, French, English)

neural-snowball

Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning

newstudents

For the new students who just join a NLP group

nl-augmenter

NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations

nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nre

Neural Relation Extraction, including CNN, PCNN, CNN+ATT, PCNN+ATT

nstools

Some meaningless nscripter tools.

ofp_ovs_proxy

AN OVS PROXY TO PREPROCESS OPENFLOW_PACKET BETWEEN CONTROLLER AND OVS_SWITCH

ontonotes-5.0-ner

该repo可用于将OntoNotes-5.0转换为Conll格式

open_type

openke

An Open-Source Package for Knowledge Embedding (KE)

opennre

An Open-Source Package for Neural Relation Extraction (NRE)

promptpapers

Must-read papers on prompt-based tuning for pre-trained language models.

pycontinual

PyContinual (An Easy and Extendible Framework for Continual Learning)

pyltp

pyltp: the python extension for LTP

pytorch-best-practice

A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-relation-extraction

distant supervised relation extraction models: PCNN MIL (Zeng 2015), PCNN+ATT(Lin 2016). 关系抽取