58 Open Source Glove Software Projects
Free and open source glove code projects including engines, APIs, generators, and tools.
Repo 2017 1149 ⭐
Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano
Tf_ner 914 ⭐
Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data
Dselivanov Text2vec 752 ⭐
Fast vectorization, topic modeling, distances and GloVe word embeddings in R.
Ngram2vec 751 ⭐
Four word embedding models implemented in Python. Supporting arbitrary context features
Prakashpandey9 Text Classification Pytorch 733 ⭐
Text classification using deep learning models in Pytorch
Pycadl 359 ⭐
Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"
Khanhnamle1994 Natural Language Processing 411 ⭐
Programming Assignments and Lectures for Stanford's CS 224: Natural Language Processing with Deep Learning
Seq2seq Chatbot For Keras 320 ⭐
This repository contains a new generative model of chatbot based on seq2seq modeling.
Datastories Semeval2017 Task4 191 ⭐
Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".
Coreference Resolution 162 ⭐
Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).
Embedding As Service 165 ⭐
One-Stop Solution to encode sentence to fixed length vectors from various embedding techniques
Pandeykartikey Hierarchical Attention Network 125 ⭐
Implementation of Hierarchical Attention Networks in PyTorch
Automated Essay Grading 102 ⭐
Source code for the paper A Memory-Augmented Neural Model for Automated Grading
Textclf 157 ⭐
Glove As A Tensorflow Embedding Layer 85 ⭐
Taking a pretrained GloVe model, and using it as a TensorFlow embedding weight layer **inside the GPU**. Therefore, you only need to send the index of the words through the GPU data transfer bus, reducing data transfer overhead.
Simple Sentence Similarity 95 ⭐
Exploring the simple sentence similarity measurements using word embeddings
Vectorsinsearch 77 ⭐
Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015
Lambda 3 Indra 46 ⭐
Indra is a Web Service which allows easy access to different distributional semantics models in several languages.
Embeddingsviz 41 ⭐
Visualize word embeddings of a vocabulary in TensorBoard, including the neighbors
Adversarial_training_methods 42 ⭐
Implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB dataset (without pre-training)
Datastories Semeval2017 Task6 20 ⭐
Deep-learning model presented in "DataStories at SemEval-2017 Task 6: Siamese LSTM with Attention for Humorous Text Comparison".
Stanford_cs224n Nlp With Deep Learning 18 ⭐
This repo contains my solution to the Stanford course "NLP with Deep Learning" under CS224n code. Here, you can find the solution for all classes starting form 2018
Midi Glove 16 ⭐
Create MIDI note vector embeddings using GloVe (Global Vectors for Word Representation)
Glove Pytorch 15 ⭐
[not maintained anymore] [for study purpose] A simple PyTorch implementation for "Global Vectors for Word Representation".
Ismb2017_lstm 14 ⭐
Chromatin Accessibility Prediction via Convolutional Long Short-Term Memory Networks with k-mer Embedding
Outlier_detection 14 ⭐
Data and code for the experiments in the Outlier Detection task proposed by Camacho-Collados et al.
Signs 13 ⭐
A suite of tools for text preparation, vectorization and processing for deep learning with Keras.
Sentiment Analysis For Product Reviews 16 ⭐
Sentiment Analysis using LSTM cells on Recurrent Networks. GloVe word embeddings were used for vector representation of words. Amazon Product Reviews were used as Dataset.
Turkish Tweets Sentiment Analysis 26 ⭐
This sentiment analysis project determines whether the tweets posted in the Turkish language on Twitter are positive or negative.
Deep Learning For Natural Language Processing 21 ⭐
Solve your natural language processing problems with smart deep neural networks
Deepspamreview Detection Of Fake Reviews On Online Review Platforms Using Deeplearning Architectures 19 ⭐
DeepSpamReview: Detection of Fake Reviews on Online Review Platforms using Deep Learning Architectures. Summer Internship project at CoreView Systems.
Dataxujing Nlp Paper 19 ⭐
:art: :art:NLP 自然语言处理教程 :art::art: https://dataxujing.github.io/NLP-paper/
Sentiment Classification Of Amazon Fine Food Reviews 14 ⭐
A deep learning model (Bidirectional LSTM) using pretrained word embeddings to do sentiment analysis on Amazon fine food reviews dataset.
Quantitative Comparison Nlp Embeddings From Glove To Roberta 13 ⭐
Fair quantitative comparison of NLP embeddings from GloVe to RoBERTa with Sequential Bayesian Optimization fine-tuning using Flair and SentEval. Extension of HyperOpt library to log_b priors.
Podcast Recommendation Engine 12 ⭐
:microphone: Building a content-based podcast recommender system using NLP
Embedding Visualization 11 ⭐
This is a project for visualizing word embeddings based on the work of Andrei Kashcha (@anvaka).