ne7ermore / torch-light
Deep-learning by using Pytorch. Basic nns like Logistic, CNN, RNN, LSTM and some examples are implemented by complex model.
☆535Updated 3 years ago
Related projects: ⓘ
- some attention implements☆1,427Updated 4 years ago
- 1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)☆1,056Updated 6 years ago
- keras example of seq2seq, auto title☆332Updated 4 years ago
- Minimal Seq2Seq model with Attention for Neural Machine Translation in PyTorch☆689Updated 3 years ago
- Sequence Generation Model for Multi-label Classification (COLING 2018)☆432Updated 4 years ago
- pytorch implementation of Attention is all you need☆239Updated 3 years ago
- Tensorflow implementation of attention mechanism for text classification tasks.☆748Updated 4 years ago
- CNNs for Sentence Classification in PyTorch☆1,017Updated last year
- BERT 源码阅读☆232Updated 5 years ago
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding 论文的中文翻译 Chinese Translation!☆677Updated 4 years ago
- TensorFlow implementation of 'Attention Is All You Need (2017. 6)'☆348Updated 6 years ago
- Use pytorch to implement word2vec☆147Updated 5 years ago
- A Capsule Implement with Pure Keras☆350Updated 4 years ago
- A Pytorch Implementation of "Attention is All You Need" and "Weighted Transformer Network for Machine Translation"☆546Updated 3 years ago
- torchtext使用总结,从零开始逐步实现了torchtext文本预处理过程,包括截断补长,词表构建,使用预训练词向量,构建可用于PyTorch的可迭代数据等步骤。并结合Pytorch实现LSTM.☆171Updated 5 years ago
- ☆531Updated 5 years ago
- A Benchmark of Text Classification in PyTorch☆600Updated 5 months ago
- Four styles of encoder decoder model by Python, Theano, Keras and Seq2Seq☆277Updated 7 years ago
- QAmatch(qa_match)/文本匹配/文本分类/文本embedding/文本聚类/文本检索(bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….)☆919Updated last year
- bidirectional rnn for text classification☆109Updated 7 years ago
- Papers I have read, mainly about NLP. Welcome everyone to supplement in issue.☆255Updated 3 years ago
- Hierarchical Attention Networks for Document Classification in PyTorch☆603Updated 4 years ago
- A PyTorch implementation of QANet.☆345Updated 2 years ago
- LSTM-CRF in PyTorch☆457Updated last month
- An open-source implementation of the paper ``A Structured Self-Attentive Sentence Embedding'' (Lin et al., ICLR 2017).☆432Updated 7 years ago
- ai challenger 2018细粒度情感分类第一名解决方案, A training framework itegrating tensorflow and pytorch☆581Updated last year
- ☆132Updated 3 years ago
- 序列化标注工具,基于PyTorch实现BLSTM-CNN-CRF模型,CoNLL 2003 English NER测试集F1值为91.10%(word and char feature)。☆362Updated 6 years ago
- ☆232Updated 4 years ago
- 基于seq2seq模型的简单对话系统的tf实现,具有embedding、attention、beam_search等功能,数据集是Cornell Movie Dialogs☆330Updated 4 years ago