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Search results for embeddings gensim

43 search results found

Deepwalk ⭐ 2,561

DeepWalk - Deep Learning for Graphs

Nlp Journey ⭐ 1,563

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

Magnitude ⭐ 1,542

A fast, efficient universal vector embedding utility package.

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.

Doc2vec ⭐ 619

Python scripts for training/testing paragraph vectors

Fast_sentence_embeddings ⭐ 494

Compute Sentence Embeddings Fast!

Lmdb Embeddings ⭐ 399

Fast word vectors with little memory usage in Python

Polish Nlp Resources ⭐ 267

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

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

Practical 1 ⭐ 220

Oxford Deep NLP 2017 course - Practical 1: word2vec

Wordembeddings Elmo Fasttext Word2vec ⭐ 129

Using pre trained word embeddings (Fasttext, Word2Vec)

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

Diff2vec ⭐ 116

Reference implementation of Diffusion2Vec (Complenet 2018) built on Gensim and NetworkX.

Sentencerepresentation ⭐ 112

Walklets ⭐ 96

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

Nonce2vec ⭐ 83

Incremental learning of word embeddings with context informativeness.

📓 Long(er) text representation and classification using Doc2Vec embeddings

Fastnode2vec ⭐ 76

Fast and scalable node2vec implementation

Entity2vec ⭐ 65

Semantic embeddings of entities

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

A SciPy implementation of "GraRep: Learning Graph Representations with Global Structural Information" (WWW 2015).

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

Wembedder ⭐ 40

Wikidata embedding

Training Temporal Word Embeddings with a Compass

Nlp_workshop_odsc_europe20 ⭐ 36

Extensive tutorials for the Advanced NLP Workshop in Open Data Science Conference Europe 2020. We will leverage machine learning, deep learning and deep transfer learning to learn and solve popular tasks using NLP including NER, Classification, Recommendation \ Information Retrieval, Summarization, Classification, Language Translation, Q&A and Topic Models.

Gensim2tensorboard ⭐ 33

Train word embeddings with Gensim and vizualize them with TensorBoard

Jrdf2vec ⭐ 31

A high-performance Java Implementation of RDF2Vec

So_word2vec ⭐ 20

A word2vec model trained over Stack Overflow

Word Embeddings From Scratch ⭐ 17

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

Radiologyreportembedding ⭐ 14

Intelligent Word Embeddings of Free-Text Radiology Reports

A suite of tools for text preparation, vectorization and processing for deep learning with Keras.

Nlp_practicum ⭐ 13

Lesson notebooks for an 8-week NLP course

Spanish_word2vec ⭐ 13

Ready to use Spanish Word2Vec embeddings created from >18B chars and >3B words

Grammatical Error Detection ⭐ 12

Code to use Neighbor Based Node Embeddings (NBNE) method to create representations to nodes in a graph.

Ngram2vec ⭐ 10

Embeddings for n-grams

Joint Semantic Phonetic Embedding ⭐ 10

We use phonetics as a feature to create a joint semantic-phonetic embedding and improve the neural machine translation between Chinese and Japanese. 🥳

Concept Stock Recommendation ⭐ 8

Code for the paper Mining Evidences for Concept Stock Recommendation,

Word2vec Embeddings ⭐ 8

Understanding Word2Vec with Gensim and Elang (Python Packages)

Startup2vec ⭐ 8

A startup search engine made using embeddings built on crunchbase company descriptions

Deepwalkwithneo ⭐ 7

Kaggle Predict Future Sales ⭐ 7

Kaggle's Predict Future Sales competition project (TOP 15 solution as of March 2020)

Cw2vec Pytorch ⭐ 7

cw2vec implementation in pytorch

Code for "Streaming Word Embeddings with the Space-Saving Algorithm"

Poincare Embedding ⭐ 6

embedding with poincare embedding

UkrVectōrēs (former docsim) – an NLU-powered tool for knowledge discovery, classification, diagnostics and prediction. Entities similarity tool. Інструмент, "когнітивно-семантичний калькулятор", що працює на основі NLU, для виявлення, класифікації, діагностики та прогнозування знань.

Word_mover_distance ⭐ 5

Compute Word Mover's Distance using a generic word embedding model

Train Skill Embeddings ⭐ 5

Practical Approach to Word Embeddings using Word2Vec and Gensim.

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1-43 of 43 search results

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