225 Open source projects that are alternatives of or similar to hyperstar

An implementation of "Fusing Structure and Content via Non-negative Matrix Factorization for Embedding Information Networks".

基于情感字典和机器学习的股市舆情情感分类可视化Web

A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).

Using word vectors to classify spam messages

Remove problematic gender bias from word embeddings.

Web-ify your word2vec: framework to serve distributional semantic models online

Exploring the simple sentence similarity measurements using word embeddings

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

Using pre trained word embeddings (Fasttext, Word2Vec)

sourced.ml is a library and command line tools to build and apply machine learning models on top of Universal Abstract Syntax Trees

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

A practical movie recommend project based on Item2vec.

Pre-trained word vectors of 30+ languages

Creating word embeddings from scratch and visualize them on TensorBoard. Using trained embeddings in Keras.

Topic Modelling for Humans

cw2vec: Learning Chinese Word Embeddings with Stroke n-gram Information

A scalable implementation of "Learning Structural Node Embeddings Via Diffusion Wavelets (KDD 2018)".

Word2Vec iOS port

Implementing Facebook's FastText with java

Making sense embedding out of word embeddings using graph-based word sense induction

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成 四大任务

Statistical Models with Regularization in Pure Julia

Toolkit to obtain and preprocess german corpora, train models using word2vec (gensim) and evaluate them with generated testsets

A scalable Gensim implementation of "Learning Role-based Graph Embeddings" (IJCAI 2018).

Notebooks for the Seattle PyData 2017 talk on Scattertext

对四种句子/文本相似度计算方法进行实验与比较

🧠👨‍💻Deep Learning Specialization • Lecture Notes • Lab Assignments

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

Language Modeling and Text Classification in Malayalam Language using ULMFiT

A blog which talks about machine learning, deep learning algorithms and the Math. and Machine learning algorithms written from scratch.

AraVec is a pre-trained distributed word representation (word embedding) open source project which aims to provide the Arabic NLP research community with free to use and powerful word embedding models.

Log Anomaly Detection - Machine learning to detect abnormal events logs

Recommendation based on sequence

entity2rec generates item recommendation using property-specific knowledge graph embeddings

A word2vec negative sampling implementation with correct CBOW update.

text2vec, chinese text to vetor.(文本向量化表示工具，包括词向量化、句子向量化、句子相似度计算)

Implementation of Grad-CAM for text.

A complete pytorch implementation of skip-gram

Oxford Deep NLP 2017 course - Practical 1: word2vec

One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques

skip-gram for Chinese word2vec base on tensorflow

👷‍♂️ A simple package for extracting useful features from character objects 👷‍♀️

The TensorFlow reference implementation of 'GEMSEC: Graph Embedding with Self Clustering' (ASONAM 2019).

Porting of Skip-Thoughts pretrained models from Theano to PyTorch & Torch7

Codes and Datasets for paper RecSys'20 "SSE-PT: Sequential Recommendation Via Personalized Transformer" and NurIPS'19 "Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers"

Go library for performing computations in word2vec binary models

Python interface to Google word2vec

对 ansj 编写的 Word2VEC_java 的进一步包装，同时实现了常用的词语相似度和句子相似度计算。

Scripts demo-ing how to train a Word2Vec model and reduce its vector space

Pre-trained Word2Vec Model for Turkish

An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.

Use pytorch to implement word2vec

RUSSE: Russian Semantic Evaluation.

FastText for Node.js

结合python一起学习自然语言处理 (nlp): 语言模型、HMM、PCFG、Word2vec、完形填空式阅读理解任务、朴素贝叶斯分类器、TFIDF、PCA、SVD

Graph Embedding via Frequent Subgraphs

A two-stream convolutional neural network for learning abitrary similarity functions over two sets of training data

Julia package of regularization functions for machine learning

Cukatify is a music social media project