zhongkaifu / Txt2Vec
Txt2Vec is a toolkit to represent text by vector. It's based on Google's word2vec project, but with some new features, such incremental training, model vector and so on.
☆68Updated 8 years ago
Related projects ⓘ
Alternatives and complementary repositories for Txt2Vec
- CRFSharp is Conditional Random Fields implemented by .NET(C#), a machine learning algorithm for learning from labeled sequences of exampl…☆122Updated 4 years ago
- RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling,…☆285Updated 4 years ago
- ☆71Updated 9 years ago
- An extension of word2vec to efficiently represent new text as vectors. New text can be query, sentence and paragraph.☆68Updated 7 years ago
- CDSSM implementation in torch☆41Updated 8 years ago
- Neural network library (LSTM) based off of RecurrentJs☆55Updated 5 years ago
- A word2vec port for Windows.☆47Updated 7 years ago
- Example TensorFlow RNN Language Model☆52Updated 8 years ago
- Online Interpretable Word Embeddings☆37Updated 9 years ago
- A Multilingual and Multilevel Representation Learning Toolkit for NLP☆117Updated 6 years ago
- Modify word2vec such that it's possible to "condition" on existing embeddings for some words, and induce embeddings for new words.☆40Updated 8 years ago
- Transition-based dependency parser based on stack LSTMs☆205Updated 5 years ago
- NLP tools on Lasagne☆61Updated 7 years ago
- Finding document vectors from pre-trained word2vec word vectors☆115Updated 9 years ago
- Question Answering Using Memory Networks (CS224D Project)☆48Updated 9 years ago
- End-To-End Memory Networks in Theano☆131Updated 2 years ago
- Implementation of phrase2vec from modified word2vec code.☆94Updated 8 years ago
- Code to train and use models from "Charagram: Embedding Words and Sentences via Character n-grams".☆125Updated 8 years ago
- ☆59Updated 8 years ago
- Extension of the original word2vec using different architectures☆210Updated 7 years ago
- Implementation of neural language models, in particular Collobert + Weston (2008) and a stochastic margin-based version of Mnih's LBL.☆178Updated 14 years ago
- LibN3L: A light-weight neural network package for natural language☆82Updated 8 years ago
- ACL2015_code_Gated Recursive Neural Network for Chinese Word Segmentation☆28Updated 8 years ago
- ☆21Updated 6 years ago
- End-to-end relation extraction and knowledge base population pipeline.☆48Updated 7 years ago
- BiLSTM-CRF for sequence labeling in Dynet☆82Updated 7 years ago
- TensorFlow implementation of Hierarchical Attention Networks for Document Classification and some extension☆95Updated 7 years ago
- Molding CNNs for text (http://arxiv.org/abs/1508.04112)☆86Updated 8 years ago