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

✭ 410

python tensorflow convolutional-neural-networks cnn text-classification embeddings

Lmdb Embeddings

Fast word vectors with little memory usage in Python

✭ 404

python text word2vec memory embeddings word speed fasttext gensim glove lmdb

Fast sentence embeddings

Compute Sentence Embeddings Fast!

✭ 384

python cython embeddings fasttext gensim

Nlp Cube

Natural Language Processing Pipeline - Sentence Splitting, Tokenization, Lemmatization, Part-of-speech Tagging and Dependency Parsing

✭ 353

python parse embeddings machine-translation information-extraction part-of-speech-tagger

Contextualized Topic Models

A python package to run contextualized topic modeling. CTMs combine BERT with topic models to get coherent topics. Also supports multilingual tasks. Cross-lingual Zero-shot model published at EACL 2021.

✭ 318

python nlp transformer nlp-machine-learning embeddings topic-modeling nlp-library

Vectorhub

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)

✭ 317

python deep-learning machine-learning pytorch tensorflow neural-network artificial-intelligence deeplearning word2vec vector video-processing embeddings audio-processing

Cleora

Cleora AI is a general-purpose model for efficient, scalable learning of stable and inductive entity embeddings for heterogeneous relational data.

✭ 303

rust machine-learning ai ml datasets graphs embeddings entity

Paperlist For Recommender Systems

Recommender Systems Paperlist that I am interested in

✭ 293

embeddings collaborative-filtering

Polyfuzz

Fuzzy string matching, grouping, and evaluation.

✭ 292

python embeddings tf-idf

Decagon

Graph convolutional neural network for multirelational link prediction

✭ 268

jupyter-notebook deep-learning embeddings representation-learning

Hub

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

✭ 3,007

python Starlark shell machine-learning tensorflow ml image-classification transfer-learning embeddings

Hetu

A high-performance distributed deep learning system targeting large-scale and automated distributed training.

✭ 78

python C++Cuda c CMake shell distributed-systems data-science machine-learning deep-neural-networks deep-learning gpu autograd embeddings artificial-intelligence high-dimensional distributed-training state-of-the-art

keras-word-char-embd

Concatenate word and character embeddings in Keras

✭ 43

python shell nlp keras embeddings

go2vec

Read and use word2vec vectors in Go

✭ 44

go word2vec embeddings

cade

Compass-aligned Distributional Embeddings. Align embeddings from different corpora

✭ 29

python Makefile word2vec embeddings bias lexical-semantics semantic-change

game2vec

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

✭ 62

Jupyter Notebook python tensorflow word2vec embeddings kaggle cbow skipgram game2vec

watset-java

An implementation of the Watset clustering algorithm in Java.

✭ 24

java Dockerfile nlp clustering semantics community-detection embeddings graph-clustering markov-clustering graph-embeddings chinese-whispers fuzzy-clustering watset maxmax

Persian-Sentiment-Analyzer

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

✭ 30

Jupyter Notebook nlp machine-learning tutorial sentiment-analysis tensorflow word2vec embeddings lstm colab dotnet-core persian fasttext farsi persian-nlp fasttext-embeddings persian-sentiment persian-sentiment-analysis persian-sentiment-analyzer

FaceRecognition With FaceNet Android

Face Recognition using the FaceNet model and MLKit on Android.

✭ 113

kotlin android machine-learning android-application embeddings face-recognition face-detection android-studio firebase-mlkit facenet-model tensorflow2

entity-embed

PyTorch library for transforming entities like companies, products, etc. into vectors to support scalable Record Linkage / Entity Resolution using Approximate Nearest Neighbors.

✭ 96

Jupyter Notebook python deep-learning record-linkage entity-resolution pytorch embeddings representation-learning deduplication entity-matching data-matching approximate-nearest-neighbors

ruimtehol

R package to Embed All the Things! using StarSpace

✭ 95

C++r shell Makefile nlp natural-language-processing text-mining similarity embeddings classification starspace

text2text

Text2Text: Cross-lingual natural language processing and generation toolkit

embeddinghub

A vector database for machine learning embeddings.

✭ 645

go javascript C++python Starlark shell data-science machine-learning embeddings hacktoberfest vector-database embeddings-similarity

reach

Load embeddings and featurize your sentences.

✭ 17

python numpy word2vec embeddings vectorization

Recommender-Systems-with-Collaborative-Filtering-and-Deep-Learning-Techniques

Implemented User Based and Item based Recommendation System along with state of the art Deep Learning Techniques

✭ 41

Jupyter Notebook deep-learning embeddings collaborative-filtering recommender-system movielens-dataset state-of-the-art

Text and Audio classification with Bert

Text Classification in Turkish Texts with Bert

✭ 34

Jupyter Notebook python deep-learning text-classification keras transformers embeddings audio-classification bert keras-tensorflow tensorflow2

CODER

CODER: Knowledge infused cross-lingual medical term embedding for term normalization. [JBI, ACL-BioNLP 2022]

✭ 24

python shell nlp embeddings medical multi-language umls pretrained-language-model

relation-network

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.

✭ 45

python natural-language-processing tensorflow embeddings deepmind babi-tasks tensorflow-models relation-networks

IR2Vec

Implementation of IR2Vec, published in ACM TACO

✭ 28

LLVM Jupyter Notebook C++python c shell llvm embeddings

EmbeddedScrollView

Embedded UIScrollView for iOS.

✭ 55

swift ruby objective c c embedded scrolling embed embeddings nest nested scrollview uiscrollview

SentimentAnalysis

Sentiment Analysis: Deep Bi-LSTM+attention model

✭ 32

python nlp deep-neural-networks twitter deep-learning sentiment-analysis neural-network word-embeddings pytorch embeddings lstm deeplearning computational-linguistics semeval attention-mechanism nlp-machine-learning twitter-messages sentiment-classification semeval-sentiment

sentiment-analysis-of-tweets-in-russian

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

✭ 51

Jupyter Notebook nlp machine-learning tweets sentiment-analysis word2vec word-embeddings keras jupyter-notebook cnn embeddings machinelearning computational-linguistics convolutional-neural-network nlp-machine-learning word2vec-ru

whatlies

Toolkit to help understand "what lies" in word embeddings. Also benchmarking!

✭ 351

python Jupyter Notebook nlp embeddings visualisations

code-compass

a contextual search engine for software packages built on import2vec embeddings (https://www.code-compass.com)

✭ 33

Jupyter Notebook python search-engine machine-learning embeddings vscode-extension vector-space-model package-management

Keras-Application-Zoo

Reference implementations of popular DL models missing from keras-applications & keras-contrib

✭ 31

python machine-learning deep-neural-networks deep-learning keras ml embeddings image-classification convolutional-neural-networks transfer-learning

KGE-LDA

Knowledge Graph Embedding LDA. AAAI 2017

✭ 35

java embeddings topic-modeling lda

Network-Embedding-Resources

Network Embedding Survey and Resources

✭ 43

machine-learning data-mining resources embeddings network-analysis

lda2vec

Mixing Dirichlet Topic Models and Word Embeddings to Make lda2vec from this paper https://arxiv.org/abs/1605.02019

✭ 27

Jupyter Notebook python nlp text-mining deep-learning chainer text word2vec sklearn word-embeddings embeddings topic-modeling lda

Awesome-Machine-Learning-Papers

📖Notes and remarks on Machine Learning related papers

✭ 35

HTML embeddings collaborative-filtering matrix-factorization recommender-system ab-tests ctr-prediction

wolfram-notebook-embedder

JavaScript embedder for Wolfram Cloud notebooks

✭ 48

javascript CSS notebook embeddings wolfram-language wolfram-mathematica notebook-web

ncc

Neural Code Comprehension: A Learnable Representation of Code Semantics

✭ 162

python machine-learning code-analysis embeddings neural-networks embedding-models llvm-ir embedding-based

word2vec-tsne

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

✭ 59

Jupyter Notebook visualization nlp machine-learning word2vec word-embeddings embeddings machinelearning computational-linguistics tsne nlp-machine-learning google-news leo-tolstoy

muse-as-service

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

✭ 45

python Dockerfile nlp api docker flask machine-learning web-server deep-learning service tensorflow text rest-api gunicorn embeddings hacktoberfest bert sentence-embeddings universal-sentence-encoder

SentimentAnalysis

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

✭ 40

Jupyter Notebook random-forest svm word2vec cnn embeddings lstm tf-idf bow decision-tree bert sentimentanalysis tensorflow-hub

LSCDetection

Data Sets and Models for Evaluation of Lexical Semantic Change Detection

✭ 17

python shell detection embeddings dataset semantic-similarity lexical-semantics semantic-change

entity-network

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

✭ 58

python tensorflow recurrent-neural-networks embeddings tensorflow-models recurrent-entity-networks key-vectors

deep-scite

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

✭ 20

HTML deep-learning tensorflow embeddings convolution tensorboard

towhee

Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

✭ 821