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ml2017-lab-02

逻辑回归、线性分类和随机梯度下降

mlcourse.ai

Open Machine Learning Course

ner

code for NER using HMM;s and linear chain CRF's

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.

nlp-tools

😋本项目旨在通过Tensorflow基于BiLSTM+CRF实现中文分词、词性标注、命名实体识别（NER）。

nlp_lab

Code lab for NLP. Including doc2txt,tf-idf,cnn,text classify,hmm cws,crf ner.

nlp_xiaojiang

自然语言处理（nlp），闲聊机器人（chatbot），BERT句向量-相似度（Sentence Similarity），文本分类（Text classify）， 实体提取（ner，bert+bilstm+crf），数据增强（text augment enhance），同义句同义词生成，句子主干提取（mainpart），中文汉语短文本相似度，文本特征工程，keras-http-service调用

pcrf

Python Linear CRF

python-crf

Python implementation of linear-chain conditional random fields.

python-tutorial

python教程，包括：python基础、python进阶；常用机器学习库：numpy、scipy、sklearn、xgboost；深度学习库：keras、tensorflow、paddle、pytorch。

python_search

利用sklearn和gensim中的tfidf,lsa,doc2vec进行查询与文档匹配搜索

qasystemonmedicalkg

A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。

seq2seq-couplet

sequence-labeling-bilstm-crf

BiLSTM-CRF joint model for tasks like sequence labeling using char/word level embeddings in Tensorflow

sequence_tagging

Named Entity Recognition (LSTM + CRF) - Tensorflow

simple_crf

simple Conditional Random Field implementation in Python

simple_movie_qa_with_kg

使用python实现一个简单的基于知识图谱的电影问答系统

simple_search_engine

社会信息检索作业，实现简单的搜索引擎，计算TFIDF值以及两个句子的相似度

stock-knowledge-graph

利用网络上公开的数据构建一个小型的证券知识图谱/知识库

tensorwatch

Debugging, monitoring and visualization for Python Machine Learning and Data Science

tianchi-ruijin

瑞金医院MMC人工智能辅助构建知识图谱大赛-baseline

vowpal_wabbit

Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.

zh-ner-keras

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