Text translation and sentiment analysis using transformers using PyTorch and Jupyter Notebook.

A Novel Abstractive Text Summarization approach for Lecture Content

Fine-tuned BERT on down-stream task as Multi Label classfication.

Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding - Tensorflow

Spark Commons, some hacks to simplify programming with Spark.

This project is about end-to-end implementation of sentence paraphrasing model using the docker

This repository contains a DistilBERT model fine-tuned using the Hugging Face Transformers library on the IMDb movie review dataset. The model is trained for sentiment analysis, enabling the determination of sentiment polarity (positive or negative) within text reviews.

Trained code on COCO dataset with attention model for Image Captioning.Usage of pre-trained model like VGG-16

This repository contains the code of the experiments reported in the paper "Syntax-aware Transformers for Neural Machine Translation: The Case ofText to Sign Gloss Translation". This paper was accepted for the Workshop BUCC2021 in the conference RANLP 2021.

Implementing Transfomer by PyTorch (in Colab)

Annotated vanilla implementation in PyTorch of the Transformer model introduced in 'Attention Is All You Need'.

Future power consumption prediction using LSTM, GRU and Transformer models

PlexusNet for medical imaging

基于pytorch框架，针对文本分类的机器学习项目，集成多种算法(xgboost, lstm, bert, mezha等等)，提供基础数据集，开箱即用，方便自己二次拓展，持续更新

An end to end ASR Transformer model training repo

Implementations of transformer models in pytorch

A TypeScript custom transformer to obtain JSON schema from interface.

Official implementation of the paper "Deep Learning for Hate Speech Detection -A Comparative Study"

A private nlp coding package, which quickly implements the SOTA solutions.