Repository navigation

#

transformer-pytorch

NLP 领域常见任务的实现,包括新词发现、以及基于pytorch的词向量、中文文本分类、实体识别、摘要文本生成、句子相似度判断、三元组抽取、预训练模型等。

Python
527
2 年前

Transformer Implementation using PyTorch for Neural Machine Translation (Korean to English)

Python
69
4 年前

Pytorch implementation of image captioning using transformer-based model.

Jupyter Notebook
65
2 年前

Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch

Python
37
1 年前

Annotated implementation of vanilla Transformers to guide through all the ambiguities.

Python
10
6 个月前

Pronunciation correction in vector quantized PPG representation space

Python
7
2 年前
Jupyter Notebook
7
5 年前

A Transformer Implementation that is easy to understand and customizable.

Python
7
2 年前

An encoder-transformer architecture-based framework for multi-variate time series prediction with a prognostics use case.

Jupyter Notebook
4
2 年前

Public repo for the paper: "COSMic: A Coherence-Aware Generation Metric for Image Descriptions" by Mert İnan, Piyush Sharma, Baber Khalid, Radu Soricut, Matthew Stone, Malihe Alikhani

Python
4
3 年前

A transformer-based model for automatic Image Captioning

Jupyter Notebook
3
5 年前

A research project in vision-based deep reinforcement learning centered on transfer learning, unsupervised representation learning, and applying attention mechanisms to interpret memories.

Python
3
2 年前

Magic The GPT - GPT inspired model to generate Magic the Gathering cards

Jupyter Notebook
2
1 年前