kaggle比赛代码及记录(进行中...)
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Updated
Nov 25, 2018 - Python
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
A tutorial on how Attention models (used in ChatGPT, LLMs, tranformers) work.
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)
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