中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN

• UpdatedJun 17, 2024
• Python

NLP research：基于tensorflow的nlp深度学习项目，支持文本分类/句子匹配/序列标注/文本生成 四大任务

• UpdatedJun 17, 2024
• Python

All kinds of neural text classifiers implemented by Keras

• UpdatedSep 20, 2019
• Python

Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching

• UpdatedJun 11, 2018
• Python

MXNet for CTR

• UpdatedSep 1, 2017
• Python

Application of Demosaicking and Super Resolution on Bayer Image with Convolutional Neural Network

• UpdatedJan 26, 2022
• Jupyter Notebook

Robust Single Sample Face Recognition by Sparsity-Driven Sub-Dictionary Learning Using Deep Features

• UpdatedSep 8, 2020
• Python

Journal Article: International Journal of Information Technology

• UpdatedJun 27, 2023
• Jupyter Notebook

Keras based implementation of "Deconvolutional Paragraph Representation Learning"

• UpdatedApr 30, 2020
• Python

Pytorch implementation of a sentence sentiment classification model with CNN, RNN, RNF (Recurrent Neural Filter) and BERT

• UpdatedApr 11, 2020
• Python

Japanese Handwritten Character Recognition using DropBlock Regulzarization

• UpdatedApr 7, 2021
• Python

Tropical Cyclone Intensity Classification and Estimation Using Infrared Satellite Images with Deep Learning

• UpdatedMay 10, 2023

Robust Lane Detection in hazy/foggy environment using Encoder Decoder CNN & LSTM and Dark Channel Prior to tackle with hazy environemnt

• UpdatedJan 1, 2020
• Jupyter Notebook

implementation of dynamic convolutional neural network for text classification

• UpdatedApr 28, 2019
• Python

Parking space detection with tflearn and python

• UpdatedJul 26, 2017
• Python

Code repository for the manuscript "Modeling naturalistic face processing in humans with deep convolutional neural networks" (https://doi.org/10.1101/2021.11.17.469009)

• UpdatedAug 3, 2022
• Python

I've worked on a research project implementing Double Convolution Neural Network using, lasagne, theano, Caffe, and Matlab using PYTHON.

• UpdatedAug 18, 2020
• Python

All kinds of neural text classifiers implemented by Keras

• UpdatedJun 21, 2020
• Python

Feature Engineering for Sleep Spindle classification

• UpdatedApr 20, 2018
• Jupyter Notebook

This application performs sentiment analysis using a Deep CNN model built with TensorFlow. It provides a GUI where users can enter text and see whether the sentiment is positive or negative.

• UpdatedFeb 12, 2024
• Jupyter Notebook