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3d-photo-inpainting

[CVPR 2020] 3D Photography using Context-aware Layered Depth Inpainting

article-summarizer

Uses frequency analysis to summarize text.

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

bert-sentiment

bert-sentiment--classification

Use BERT pre-trained model to do sentiment classification

bertsum

Code for paper Fine-tune BERT for Extractive Summarization

deep-learning-with-python

《Python深度学习》书籍代码

guidedlda

semi supervised guided topic model with custom guidedLDA

hiddenmarkovmodel_tensorflow

TensorFlow: Viterbi, Forward-Backward and Baum Welch with a Hidden Markov Model (HMM)

meansum

nlp-tutorials

Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

node-summary

Node module that summarizes text using a naive summarization algorithm

pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

real_time_datamining_software

携程/榛果民宿实时评论挖掘软件，包含数据的实时采集/数据清洗/结构化保存/ UGC 数据主题提取/情感分析/后结构化可视化等技术的综合性演示 Demo。基于在线民宿 UGC 数据的意见挖掘项目，包含数据挖掘和 NLP 相关的处理，负责数据采集、主题抽取、情感分析等任务。主要克服用户打分和评论不一致，实时对携程和美团在线民宿的满意度进行评测以及对额外数据进行可视化的综合性工具，多维度的对在线 UGC 进行数据挖掘并可视化，demo 视频演示见链接。

sentence-level-lda-topic-modelling

Example tutorial on using Latent Diritchlet Allocation (LDA) algorithm for topic classification

sptm

Sentence Topic Prediction using Topic Modeling

text-summarization-with-amazon-reviews

A seq2seq model that can generate summaries from fine food reviews on Amazon.

the-nlp-pandect

A comprehensive reference for all topics related to Natural Language Processing

unparalleled-text-summarization-using-gan

Implementation of paper "Learning to Encode Text as Human-Readable Summaries using GAN"

unsupervised-sas

whitehousehackathon

LDA, sentence structure visualization, debate clustering.

xmceo