gitlab.com topics: word2vec
BENYAM1N/text-classification-20news
Simple text classification project on 20news data, using word embedding methods for text representation and supervised machine learning algorithms to classify.
Last synced at: over 2 years ago - Stars: 0 - Forks: 1
chrismit3s/google-word2vec
A repo for messing around with Google's word2vec model. Inspired by [this](https://www.youtube.com/watch?v=gQddtTdmG_8) computerphile video.
Last synced at: over 2 years ago - Stars: 0 - Forks: 0
pophaleajinkya/nlp_rnn_and_bi-lstm_amazon_cell_phones_customer_ratings
Evaluation of various deep learning models for sentiment analysis You are given the reviews dataset. These are 194439 amazon reviews for cell phones and accessories taken from https://jmcauley.ucsd.edu/data/amazon/ Use the “reviewText” and “overall” fields from this file. The goal is to predict the rating given the review by modeling it as a multi-class classification problem. • Take the first 70% dataset for train, next 10% for validation/development, and remaining 20% for test. • Recurrent neural networks • RNNs: Train a single directional RNN with L layers. Vary the number of layers (as 1,2,3,4) and also size of layers (20, 50, 100, 200). Report accuracy on test set. • LSTMs: Train a single directional LSTM with L layers. Vary the number of layers (as 1,2,3,4) and also size of layers (20, 50, 100, 200). Report accuracy on test set. • BiLSTM: Train a single directional RNN with L layers. Vary the number of layers (as 1,2,3,4) and also size of layers (20, 50, 100, 200). Report accuracy on test set.
Last synced at: about 2 years ago - Stars: 0 - Forks: 0
akashbangalkar/amazon-apparel-recommendations-system
Machine Learning - Content Based Recommendation System
Last synced at: over 2 years ago - Stars: 0 - Forks: 0
remirab/Web2Keyword
Extract most relevant Keywords from Web-page to the given list of Sentences or Words
Last synced at: over 2 years ago - Stars: 0 - Forks: 0
team4hire-open-source/nlp-automated-diagram-grader
The project uses natural language processing to automatically assess causal diagrams filled out by students based on semantic distance from the model causal diagram provided.
Last synced at: over 2 years ago - Stars: 1 - Forks: 0
DBertazioli/meetology
a Data Semantics Project
Last synced at: over 2 years ago - Stars: 2 - Forks: 0
rado97/final-year-project
This is the repository for my final year project. The title of the project is Deep Learning of Word Embeddings for semantic search.
Last synced at: over 2 years ago - Stars: 0 - Forks: 0
deepset-ai/open-source/word2vec-embeddings-de
Last synced at: over 2 years ago - Stars: 5 - Forks: 3
dwlmt/reelout-mscoco-feature-extractor
Feature extractor to build an XML file with the required features for running ReelOut with the MSCoco Imageset.
Last synced at: over 2 years ago - Stars: 0 - Forks: 0
syw2014/NLP-SentimentAnalysis
A repository to complete a sentiment analysis system, which contains training samples preparation, feature selection / extraction (NLP), training model selection, model optimization and evaluation, further description can be found in README
Last synced at: over 2 years ago - Stars: 0 - Forks: 0
xenetics/word2vec_translation
Machine translation system using word2vec word embeddings and unsupervised learning to produce translations between languages. Developed as part of a summer internship program with QUT's partner university, Hokkaido University, in Japan.
Last synced at: over 2 years ago - Stars: 0 - Forks: 0