bf-yang

cnn-lstm

CNN LSTM architecture implemented in Pytorch for Video Classification

ECG-Synthesis-and-Classification

1D GAN for ECG Synthesis and 3 models: CNN, LSTM, and Attention mechanism for ECG Classification.

External-Attention-pytorch

🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

Federated-Learning-PyTorch

Implementation of Communication-Efficient Learning of Deep Networks from Decentralized Data

GestureRecognition-PyTorch

Action recognition network -- CNN + LSTM.

LSTM-CRF-pytorch-faster

A more than 1000X faster paralleled LSTM-CRF implementation modified from the slower version in the Pytorch official tutorial (URL:https://pytorch.org/tutorials/beginner/nlp/advanced_tutorial.html).

pFedMe

Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)

pytorch-sentiment-analysis-classification

A PyTorch Tutorials of Sentiment Analysis Classification (RNN, LSTM, Bi-LSTM, LSTM+Attention, CNN)

Text-Classification-Pytorch

Text classification using deep learning models in Pytorch

AttnSleep

The code for TNSRE work: "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"

BrainZ-BP

IERGcourseproject

imbalanced-regression

[ICML 2021, Long Talk] Delving into Deep Imbalanced Regression

mlc-llm

Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.

SleepClassification

A project for classification of sleep stages.

Time-Series-ARIMA-XGBOOST-RNN

Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN