giacbrd / ShallowLearn
An experiment about re-implementing supervised learning models based on shallow neural network approaches (e.g. fastText) with some additional exclusive features and nice API. Written in Python and fully compatible with Scikit-learn.
☆198Updated 7 years ago
Alternatives and similar repositories for ShallowLearn:
Users that are interested in ShallowLearn are comparing it to the libraries listed below
- Character level models for sentiment analysis☆91Updated 7 years ago
- Implementation of "Convolutional Neural Networks for Sentence Classification" paper☆142Updated 7 years ago
- Solving NLP problems with Vowpal Wabbit: Tutorial and more☆182Updated 9 years ago
- Code for the blog post "Making Sense of Word2vec"☆113Updated 10 years ago
- Finding document vectors from pre-trained word2vec word vectors☆115Updated 9 years ago
- Keras implementation of the Crepe character-level convolutional neural net.☆74Updated 6 years ago
- A Multilingual and Multilevel Representation Learning Toolkit for NLP☆116Updated 7 years ago
- Deep-Learning Model Exploration and Development for NLP☆243Updated last year
- Sentiment Analysis with Ensemble☆244Updated 8 years ago
- Yet another Python binding for fastText☆226Updated 6 years ago
- Deep neural network based model for sequence to sequence classification☆77Updated 7 years ago
- word2vec uisng keras inside gensim☆206Updated 8 years ago
- Implementation of Q.V. Le, and T. Mikolov, "Distributed Representations of Sentences and Documents ICML", 2014.☆244Updated 7 years ago
- Deep Learning for Natural Language Processing☆458Updated 6 years ago
- Simple Keras model that tackles the Stanford Natural Language Inference (SNLI) corpus using summation and/or recurrent neural networks☆264Updated 8 years ago
- An autoencoder to calculate word embeddings as mentioned in Lebret/Collobert paper 2015☆74Updated 8 years ago
- This repository is a proof of concept toolbox for using Deep Belief Nets for Topic Modeling in Python.☆144Updated 10 years ago
- Uses Recurrent Neural Network (LSTM/GRU/basic_RNN units) for summarization of amazon reviews☆132Updated 7 years ago
- Implementation of phrase2vec from modified word2vec code.☆94Updated 8 years ago
- Converting GloVe vectors into word2vec format for easy usage with Gensim☆112Updated 5 years ago
- Code to train and use models from "Charagram: Embedding Words and Sentences via Character n-grams".☆124Updated 8 years ago
- The repository contains code walkthroughs which introduces Deep Learning in the field of Natural Language Processing.☆109Updated 8 years ago
- Topic modeling with gensim and LDA☆168Updated 7 years ago
- In progress☆272Updated 7 years ago
- Code for the Kaggle competition "Bag of Words Meets Bags of Popcorn"☆49Updated 9 years ago
- Tutorial and review of word2vec / doc2vec☆104Updated 9 years ago
- A Python framework for exploring distributional semantic models.☆85Updated 9 years ago
- Learning to Rank with Deep Neural Networks☆154Updated 9 years ago
- Baseline solution to Quora Duplicate Question dataset.☆80Updated 7 years ago
- The tool to make NLP datasets ready to use☆242Updated 2 years ago