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Top 7 word-embedding open source projects

Mapping a variable-length sentence to a fixed-length vector using BERT model

✭ 9,779

python HTML javascript deep-learning machine-learning tensorflow nlp natural-language-processing deep-neural-networks ai natural-language-understanding bert word-embedding sentence-encoding

Text-Analysis

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

SE-WRL-SAT

Revised Version of SAT Model in "Improved Word Representation Learning with Sememes"

✭ 46

c python shell Makefile word-embedding sememe

Sequence-Models-coursera

Sequence Models by Andrew Ng on Coursera. Programming Assignments and Quiz Solutions.

✭ 53

Jupyter Notebook python deep-learning coursera lstm rnn andrew-ng sequence-models word-embedding

NMFADMM

A sparsity aware implementation of "Alternating Direction Method of Multipliers for Non-Negative Matrix Factorization with the Beta-Divergence" (ICASSP 2014).

walklets

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

geomm

Geometry-aware Multilingual Embeddings

✭ 23

python shell multilingual nlp translation word-embedding bilingual-word-embedding

1-7 of 7 word-embedding projects