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120 search results found

Gensim ⭐ 15,180

Topic Modelling for Humans

Numpy Ml ⭐ 14,162

Machine learning, in numpy

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Machinelearning ⭐ 4,030

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

Alink ⭐ 3,479

Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.

Scattertext ⭐ 2,131

Beautiful visualizations of how language differs among document types.

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

Sense2vec ⭐ 1,486

🦆 Contextually-keyed word vectors

Awesome Embedding Models ⭐ 1,329

A curated list of awesome embedding models tutorials, projects and communities.

Nlp In Practice ⭐ 861

Starter code to solve real world text data problems. Includes: Gensim Word2Vec, phrase embeddings, Text Classification with Logistic Regression, word count with pyspark, simple text preprocessing, pre-trained embeddings and more.

Graph2vec ⭐ 791

A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).

Ml Note ⭐ 617

📙慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)

Deep neural network framework for multi-label text classification

Vectorhub ⭐ 546

Vector Hub - Library for easy discovery, and consumption of State-of-the-art models to turn data into vectors. (text2vec, image2vec, video2vec, graph2vec, bert, inception, etc)

Word Embeddings (e.g. Word2Vec) in Go!

Natural Language Processing ⭐ 336

Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Attentionwalk ⭐ 299

A PyTorch Implementation of "Watch Your Step: Learning Node Embeddings via Graph Attention" (NeurIPS 2018).

Personality Detection ⭐ 273

Implementation of a hierarchical CNN based model to detect Big Five personality traits

Polish Nlp Resources ⭐ 267

Pre-trained models and language resources for Natural Language Processing in Polish

Ml Projects ⭐ 243

ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

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

Pyrdf2vec ⭐ 232

🐍 Python Implementation and Extension of RDF2Vec

Fuzzy and semantic search for captioned YouTube videos.

Splitter ⭐ 203

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

Shallowlearn ⭐ 196

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.

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

Graphwavemachine ⭐ 171

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

Fasttext.js ⭐ 169

FastText for Node.js

Role2vec ⭐ 157

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

Stocksensation ⭐ 146

基于情感字典和机器学习的股市舆情情感分类可视化Web

Textfeatures ⭐ 143

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

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

Sent2vec ⭐ 117

How to encode sentences in a high-dimensional vector space, a.k.a., sentence embedding.

Asm2vec ⭐ 109

An unofficial implementation of asm2vec as a standalone python package

Dna2vec ⭐ 103

dna2vec: Consistent vector representations of variable-length k-mers

Scientific Paper Summarisation ⭐ 100

Machine learning models to automatically summarise scientific papers

Walklets ⭐ 96

A lightweight implementation of Walklets from "Don't Walk Skip! Online Learning of Multi-scale Network Embeddings" (ASONAM 2017).

Doc2vec Api ⭐ 92

document embedding and machine learning script for beginners

Word2vec ⭐ 81

word2vec++ is a Distributed Representations of Words (word2vec) library and tools implementation, written in C++11 from the scratch

Russian_news_corpus ⭐ 76

Russian mass media stemmed texts corpus / Корпус лемматизированных (морфологически нормализованных) текстов российских СМИ

Ja.text8 ⭐ 74

Japanese text8 corpus for word embedding.

Word2Vec models with Twitter data using Spark. Blog:

📝Natural language processing (NLP) utils: word embeddings (Word2Vec, GloVe, FastText, ...) and preprocessing transformers, compatible with scikit-learn Pipelines. 🛠

An alternative implementation of Recursive Feature and Role Extraction (KDD11 & KDD12)

Hyperfoods ⭐ 56

It was built a web application as a step forward in building a 3D recommendation system.

Glove Experiments ⭐ 54

GloVe word vector embedding experiments (similar to Word2Vec)

Fuck Sjtu Ml Exam ⭐ 53

该仓库面向SJTU SE-125 机器学习的期末考试.这个仓库主要记录了个人根据老师提供的考纲文档整理的笔记。其中大部分都是根据文档上网查阅资料并copy的，夹带有一定私货。仓库中整理的文档与老师上课的slides关系不大（因为我真的看不懂那么多公式推导）。希望这些文档可以

Cyber Matrix Ai ⭐ 53

Collection of cyber security and "AI" relevant topics

An implementation of "Network Representation Learning with Rich Text Information" (IJCAI '15).

Textblob Ar ⭐ 46

Arabic support for textblob

Sentiment Analysis Of Tweets In Russian ⭐ 46

Sentiment analysis of tweets in Russian using Convolutional Neural Networks (CNN) with Word2Vec embeddings.

A library for advanced Natural Language Processing towards multi-modal educational items.

Word2vec4everything ⭐ 39

Python CLI to apply word2vec to all sorts of text documents.

Awesome Papers ⭐ 38

机器学习，深度学习，自然语言处理，计算机视觉方面的顶级期刊会议论文集

Word2vec ⭐ 38

訓練中文詞向量 Word2vec, Word2vec was created by a team of researchers led by Tomas Mikolov at Google.

Word2vecandtsne ⭐ 36

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

Word2vec Tsne ⭐ 35

Google News and Leo Tolstoy: Visualizing Word2Vec Word Embeddings using t-SNE.

Experimental Haskell machine learning library

Text Classification Cn ⭐ 33

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

Text Analysis ⭐ 32

Explaining textual analysis tools in Python. Including Preprocessing, Skip Gram (word2vec), and Topic Modelling.

Boostedfactorization ⭐ 31

An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).

A binary analysis tool for identifying unknown function names, using a word-2-vec model

Sentence2vec ⭐ 26

Sentence2Vec based on Word2Vec, written in Python

Word2vec Twitter ⭐ 26

Word2Vec 400M Tweets Embedding model based on https://www.fredericgodin.com/software/

Nsmc Zeppelin Notebook ⭐ 24

Movie review dataset Word2Vec & sentiment classification Zeppelin notebook

Image2text ⭐ 24

A deep learning project to tell a story with an image or a video.

Word2vec.tools ⭐ 23

.Net Implementation for google word2vec tools.

Ml Spam Sms Classification ⭐ 23

Naive Bayesian, SVM, Random Forest Classifier, and Deeplearing (LSTM) on top of Keras and wod2vec TF-IDF were used respectively in SMS classification

📉Deep learning from scratch using Go. Specializes in natural language processing

Context Encoders (ConEc) as a simple but powerful extension of the word2vec model for learning word embeddings

Receiptdid ⭐ 21

Receipt.ID is a multi-label, multi-class, hierarchical classification system implemented in a two layer feed forward network.

Persian Sentiment Analyzer ⭐ 20

Persian sentiment analysis ( آناکاوی سهش های فارسی | تحلیل احساسات فارسی )

Nlp_classification_workshop ⭐ 20

NLP Classification Workshop

Bagofconcepts ⭐ 19

Python implementation of bag-of-concepts

Spark Word2vec ⭐ 17

A parallel implementation of word2vec based on Spark

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

Turning Ontologies Plus Annotation Properties into Vectors

Vector_space_modelling ⭐ 14

NLP in python Vector Space Modelling and document classification NLP

Associationbot ⭐ 14

iOS association game chatbot. AI based on neural word embedding language model. Image recognition with convolutional neural net.

Sentiment Analysis Cnn ⭐ 13

Sentiment Analysis using Convolution Neural Networks(CNN) and Google News Word2Vec

Repository for the lectures taught in the course named "Natural Language Processing" at the University of Guilan, Department of Computer Engineering.

Sneaker Forecast App ⭐ 12

A price forecaster for the sneaker resale market

Competitive Coding Problem Classifier And Recommender ⭐ 11

Competitive Coding Problem Classifier and Problem Recommendation

Yet Another Sequence Encoder - Encode sequences to vector of vector in python !

Gender Word Plots ⭐ 10

Quantifying a gender bias in the media

🍎Wende Chinese QA system (experimental)

Document_classification ⭐ 10

Python code for classification of documents into different classes using machine learning

Hacker news on Console with auto classifer and recommender in reactjs style code

Inner product natural graph factorization machine used in 'GEMSEC: Graph Embedding with Self Clustering' .

Char2vec ⭐ 10

Training from scratch a character embedding following Word2Vec, using tensorflow.

Yassqueendb ⭐ 10

Graph database library that allows you to store, analyze, and search through your data in a graph format. By using the Universal Sentence Encoder, it provides an efficient and semantic approach to handle text data. 📚🧠🚀

Calculating sentence similarity by word mover's distance

Caltech Cs11 Tensorflow ⭐ 9

Repository for a TensorFlow class I taught at Caltech.

Learning Ontologies Via Embeddings

Pio Template Text Similarity ⭐ 9

Text similarity based on Word2Vec vectors.

Emosense Semeval2019 Task3 Emocontext ⭐ 9

Deep-learning system presented in "EmoSence at SemEval-2019 Task 3: Bidirectional LSTM Network for Contextual Emotion Detection in Textual Conversations" at SemEval-2019.

A neural network library for natural language processing written in pure Clojure

Russian_subtitles_dataset ⭐ 9

Preprocessing of the dataset of 347 subtitles for the TV series (thanks to Taiga Corpus) to build a word2vec model, JamSpell model, neural network training, chat bot training or in any other NLP task.

A word2vec model trained on Brazilian legislation.

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