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Search results for tensorflow embeddings

125 search results found

Spark Nlp ⭐ 3,578

State of the Art Natural Language Processing

A library for transfer learning by reusing parts of TensorFlow models.

Sequence_tagging ⭐ 1,725

Named Entity Recognition (LSTM + CRF) - Tensorflow

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.

Capsgnn ⭐ 1,180

A PyTorch implementation of "Capsule Graph Neural Network" (ICLR 2019).

Tensorflow Triplet Loss ⭐ 764

Implementation of triplet loss in TensorFlow

Triplet Reid ⭐ 642

Code for reproducing the results of our "In Defense of the Triplet Loss for Person Re-Identification" paper.

Multi Class Text Classification Cnn Rnn ⭐ 554

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

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)

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

Lda2vec Tf ⭐ 407

tensorflow port of the lda2vec model for unsupervised learning of document + topic + word embeddings

Multi Class Text Classification Cnn ⭐ 388

Classify Kaggle Consumer Finance Complaints into 11 classes. Build the model with CNN (Convolutional Neural Network) and Word Embeddings on Tensorflow.

OpenL3: Open-source deep audio and image embeddings

Acg2vec ⭐ 352

ACG2vec全称为Anime Comics Games to vector。本repo会持续维护一些基于二次元相关的深度学习领域实践与探索（文本语义检索、以图搜图

Deeppath ⭐ 341

code and docs for my EMNLP paper "DeepPath: A Reinforcement Learning Method for Knowledge Graph Reasoning"

Attentionwalk ⭐ 299

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

Vectorai ⭐ 299

Vector AI — A platform for building vector based applications. Encode, query and analyse data using vectors.

Tensorflow_fasttext ⭐ 273

Simple embedding based text classifier inspired by fastText, implemented in tensorflow

Matchingnetworks ⭐ 269

An attempt at replicating the Matching Networks for One Shot Learning in Tensorflow - Paper URL: https://arxiv.org/pdf/1606.04080.pdf

Word2gm ⭐ 261

Word to Gaussian Mixture Model

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

Keras Elmo ⭐ 234

How to use ELMo embeddings in Keras with Tensorflow Hub

Tsne Umap Embedding Visualisation ⭐ 217

A Simple and easy to use way to Visualise Embeddings!

Dilated Cnn Ner ⭐ 214

Dilated CNNs for NER in TensorFlow

Textkbqa ⭐ 200

Probabilistic Face Embeddings ⭐ 191

(ICCV 2019) Uncertainty-aware Face Representation and Recognition

Code for the Recsys 2018 paper entitled Causal Embeddings for Recommandation.

Embedding As Service ⭐ 182

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

Document Classifier Lstm ⭐ 167

A bidirectional LSTM with attention for multiclass/multilabel text classification.

Wordgcn ⭐ 167

ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks

Graph2gauss ⭐ 160

Gaussian node embeddings. Implementation of "Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking".

Lstm Crf ⭐ 130

A (CNN+)RNN(LSTM/BiLSTM)+CRF model for sequence labelling.😏

A TensorFlow implementation of TransE model

Diff2vec ⭐ 116

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

Dynamic Coattention Network Plus ⭐ 115

Dynamic Coattention Network Plus (DCN+) TensorFlow implementation. Question answering using Deep NLP.

Multilstm ⭐ 111

keras attentional bi-LSTM-CRF for Joint NLU (slot-filling and intent detection) with ATIS

Metapath2vec ⭐ 111

EMNLP 2018: HyTE: Hyperplane-based Temporally aware Knowledge Graph Embedding

Lda2vec Tensorflow ⭐ 98

Tensorflow 1.5 implementation of Chris Moody's Lda2vec, adapted from @meereeum

SimplE Embedding for Link Prediction in Knowledge Graphs

Labeled Span Graph Networks

Skip Thought Tf ⭐ 78

An implementation of skip-thought vectors in Tensorflow

A sparsity aware and memory efficient implementation of "Attributed Social Network Embedding" (TKDE 2018).

R Net In Tensorflow ⭐ 75

R-NET implementation in TensorFlow.

Wordembeddingautoencoder ⭐ 75

An autoencoder to calculate word embeddings as mentioned in Lebret/Collobert paper 2015

Mnist Tensorboard Embeddings ⭐ 71

Initial commit. Tensorboard running with embeddings to utilise t-SNE

Basic Machine Learning ⭐ 71

This is a repo of basic Machine Learning what I learn. More to go...

Easy Bert ⭐ 71

A Dead Simple BERT API for Python and Java (https://github.com/google-research/bert)

Transformer-based Memory Networks for Knowledge Graph Embeddings (ACL 2020) (Pytorch and Tensorflow)

Game2vec ⭐ 61

TensorFlow implementation of word2vec applied on https://www.kaggle.com/tamber/steam-video-games dataset, using both CBOW and Skip-gram.

Graph_2d_cnn ⭐ 59

Code and data for the paper 'Classifying Graphs as Images with Convolutional Neural Networks'

Entity Network ⭐ 58

Tensorflow implementation of "Tracking the World State with Recurrent Entity Networks" [https://arxiv.org/abs/1612.03969] by Henaff, Weston, Szlam, Bordes, and LeCun.

Node2vec ⭐ 57

Node2vec with tensorflow

Lstm Context Embeddings ⭐ 56

Augmenting word embeddings with their surrounding context using bidirectional RNN

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

Nlp_newsletter ⭐ 56

Natural language processing (NLP) newsletter right on GitHub

Char Rnn Text Generation ⭐ 54

Character Embeddings Recurrent Neural Network Text Generation Models

Bert Flow ⭐ 54

TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)

Char Cnn Text Classification Tensorflow ⭐ 52

Simple Convolutional Neural Network (CNN) for sentiment classification of Chinese movie reviews.

Simple_elmo ⭐ 49

Simple library to work with pre-trained ELMo models in TensorFlow

Transe Knowledge Graph Embedding ⭐ 46

TensorFlow implementation of TransE and its extended models for Knowledge Representation Learning

Relation Network ⭐ 43

Tensorflow Implementation of Relation Networks for the bAbI QA Task, detailed in "A Simple Neural Network Module for Relational Reasoning," [https://arxiv.org/abs/1706.01427] by Santoro et. al.

Keras_elmo_embedding_layer ⭐ 42

This is a drop-in Keras layer for ELMo embeddings.

Embeddingsviz ⭐ 40

Visualize word embeddings of a vocabulary in TensorBoard, including the neighbors

Macadam是一个以Tensorflow(Keras)和bert4keras为基础，专注于文本分类支持FineTune、FastText、TextCNN、CharCNN、BiRNN、RCNN、DCN 支持CRF、Bi-LSTM-CRF、CNN-LSTM、DGCNN、Bi-LSTM-LAN、Latti

Muse As Service ⭐ 36

REST API for sentence tokenization and embedding using Multilingual Universal Sentence Encoder.

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.

Facenet_mtcnn_tensorflow_inference_engine ⭐ 36

This is a modified and simplified inference engine of davidsandberg's facenet

Tf_retrieval_baseline ⭐ 36

A Tensorflow retrieval (space embedding) baseline. Metric learning baseline on CUB and Stanford Online Products.

Sentence Convnet ⭐ 36

A convolutional neural network to classify sentences, built with Tensorflow.

Go Bindings for BERT NLP Models

Philo2vec ⭐ 35

An implementation of word2vec applied to [stanford philosophy encyclopedia](http://plato.stanford.edu/)

Rnn_sent ⭐ 34

Recurrent neural networks and Dynamic memory networks for sentiment classification

Neural Acoustic Word Embeddings ⭐ 33

Linear_chain_crf ⭐ 33

A HMM-like linear-chain CRF, used Tensorflow API. 🐣

Quora Question Pairs ⭐ 31

The code for our submission in Kaggle's competition Quora Question Pairs which ranked in the top 25%.

Energetic Ai ⭐ 30

EnergeticAI is TensorFlow.js, optimized for serverless environments, with fast cold-start, small module size, and pre-trained models.

Infnet Spen ⭐ 30

TensorFlow implementation [ICLR 18] "Learning Approximate Inference Networks for Structured Prediction"

Mlr3keras ⭐ 28

Deep learning for mlr3

Poincare_embedding ⭐ 26

Poincaré Embedding

Metapath2vec ⭐ 25

A fast tensorflow implementation of Metapath2vec.

Question Pair ⭐ 25

A siamese LSTM to detect sentence/question pairs.

Max Audio Embedding Generator ⭐ 25

Generate embedding vectors from audio files

Twitter Sentiment Analysis ⭐ 25

Sentiment Analysis on twitter using Keras / TensorFlow / GloVe

Advancedanalyticslabs ⭐ 24

Analytics labs notebooks for Statistics and Business School students

Ner Tagger Dynet ⭐ 24

See http://github.com/onurgu/joint-ner-and-md-tagger This repository is basically a Bi-LSTM based sequence tagger in both Tensorflow and Dynet which can utilize several sources of information about each word unit like word embeddings, character based embeddings and morphological tags from an FST to obtain the representation for that specific word unit.

Ml You Can Use ⭐ 24

Practical ML and NLP with examples.

Walk Transformer ⭐ 24

From Random Walks to Transformer for Learning Node Embeddings (ECML-PKDD 2020) (In Pytorch and Tensorflow)

Identifying Human Mobility via Trajectory Embeddings(TUL)

Persian Sentiment Analyzer ⭐ 20

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

Deep Scite ⭐ 20

🚣 A simple recommendation engine (by way of convolutions and embeddings) written in TensorFlow

Factorized Spatial Embeddings ⭐ 19

Tensorflow implementation of Unsupervised learning of object landmarks by factorized spatial embeddings

German Elmo Model ⭐ 18

This is a german ELMo deep contextualized word representation. It is trained on a special German Wikipedia Text Corpus.

Word Embeddings From Scratch ⭐ 17

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

Img2vec Keras ⭐ 17

Image to dense vector embedding. Clone of https://github.com/christiansafka/img2vec for Keras users

Models for Nature Language Inference (Tensorflow Version), including 'A Decomposable Attention Model for Natural Language Inference', ..., to be continued.

Tensorflow implimentation of HUSE: Hierarchical Universal Semantic Embeddings

Diverstiybasedattentionmechanism ⭐ 14

Knowledgeembedding ⭐ 14

Link Prediction using Knowledge Embedding in Tensorflow

Vc With Gan ⭐ 13

Voice Conversion with GANs

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