kaggle比赛代码及记录(进行中...)

Neural Machine Translation with attention mechanism

Handwritten Form Reader API

personal master degree thesis project

Simple and intuitive computer vision blog focussing on traditional cv algorithms and deep learning models using libraries like pytorch, tensorflow, ncnn and onnx.

LAWNet

A deep learning model that achieves video super-resolution tasks with temporal and spatial attention in cascade

Modified BERT architecture for semantic similarity

Natural Language Processing

Codes for the short essay project for Mphil TAL by Yingjia Wan in 2023.

use keras build an encoder-decoder model with attention mechanism to generate a title from an abstract

Natural Language Processing Tutorial. An Ultimate Guide to Understand and Implement Natural Language Processing in Python

Breast Tumor Segmentation using U-Net Architecture

This GitHub repository houses an innovative implementation of Neural Machine Translation (NMT) using state-of-the-art sequence-to-sequence networks. The primary focus is on enhancing translation quality through progressively advanced architectural improvements.

Machine translation and Sentiment Analysis with the (scaled dot product) attention mechanism

Experimental project on building custom LSTM and LSTM with Attention layer for comparison analysis on FTS forecasting (June 2024)

NMT model to convert human readable dates to machine readable dates

Implementation of the basic transformer head for multiple-instance-regression (MIR)

Visual Question Answering (VQA) Model