Lipairui

textgo

Text preprocessing, representation, similarity calculation, text search and classification. Let's go and play with text!

Classification

Classification model including XGBoost, GBDT, RandomForest, lightGBM, stacking model...

Text-similarity-WMD_enhanced

Compute text similarity using Word Mover's Distance algorithm (Enhanced)

CSV-to-Neo4j

Convert csv data to Neo4j Graph Database.

Text-similarity-WMDsimilarity

Compute text similarity by using gensim wmdsimilarity

Semantic-Travel-Distance

A novel automatic evaluation metric for Machine Translation based on word embeddings.

Text-semantic-similarity

Calculate semantic similarity of two texts. Models include word2vec, tfidf, lda, lsi.

Text-similarity-centroid-of-the-word-vectors

Compute text similarity by calculating the cosine similarity of document vectors (Centroid of word vectors)

Animated-bar-plot

Generate animated bar plot in GIF format.

ChatBotCourse

自己动手做聊天机器人教程

Clean-text

Text preprocess, remove useless content including html, url...

Deal_with_Imbalance

Deal with imbalanced dataset. Utilizing over sampling, down sampling and combined sampling.

Feedback_filter

Filter noise feedback, text classification combining LSTM, TFIDF stacking, XGBoost, word2vec, LDA, LSI...

flask

The Python micro framework for building web applications.

Glove2word2vec

Transform glove format to word2vec format

MNIST

应用于MNIST数字识别问题的神经网络模型

MNIST_CNN

MT_evaluation

Automatic evaluate Machine Translation(MT) results based on Google's Universal Sentence Encoder.

New_words_find

Automatically extract words of a corpus.

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。

Text_classification

Useful model API for text classification including tfidf, lda, lsi, word2vec, lstm...