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machine-leaning

从简入繁 从一而终 不忘初心 砥砺前行

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard

models

Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）

multi-label-classification-4-event-type

multi-label-classification-4-event-type

named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

neurst

Neural end-to-end Speech Translation Toolkit

opennmt-py

Open Source Neural Machine Translation in PyTorch

paddlenlp

Easy-to-use and powerful NLP library with Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including Neural Search, Question Answering, Information Extraction and Sentiment Analysis end-to-end system.

pagerank

A Python implementation of Larry's famous PageRank algorithm.

pytorch-transformers

👾 A library of state-of-the-art pretrained models for Natural Language Processing (NLP)

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。

rasa-demo

:tiger: Sara - the Rasa Demo Bot: An example of a contextual AI assistant built with the open source Rasa Stack

rasa_core

Rasa Core is now part of the Rasa repo: An open source machine learning framework to automate text-and voice-based conversations

rasachatbot

基于Rasa搭建的案件信息问答系统

robot

知识图谱问答机器人，聊天机器人，基于知识图谱、语义理解等的对话机器人。

sentiment_analysis_textcnn

基于tensorflow 实现的用textcnn方法做情感分析的项目，有数据，可以直接跑。

seq2seq

基于Pytorch的中文聊天机器人 集成BeamSearch算法

seq2seq-chatbot

Chatbot in 200 lines of code using TensorLayer

seq2seq_chatbot

基于seq2seq模型的简单对话系统的tf实现，具有embedding、attention、beam_search等功能，数据集是Cornell Movie Dialogs

seq2seq_chatbot_qa

使用TensorFlow实现的Sequence to Sequence的聊天机器人模型

snownlp

Python library for processing Chinese text

softmaskedbert-pytorch

🙈 An unofficial implementation of SoftMaskedBert based on huggingface/transformers.

stock-price-predict

Implementation of seq2seq with attention in keras

tensorflow-transx

An implementation of TransE and its extended models for Knowledge Representation Learning on TensorFlow

text_classification

all kinds of text classification models and more with deep learning

textgrapher

Text Content Grapher based on keyinfo extraction by NLP method。输入一篇文档，将文档进行关键信息提取，进行结构化，并最终组织成图谱组织形式，形成对文章语义信息的图谱化展示。

topic_models

implemented : lsa, plsa, lda

transformer-xl

xlnet

XLNet: Generalized Autoregressive Pretraining for Language Understanding

xlnet-pytorch

An implementation of Google Brain's 2019 XLNet in PyTorch