Weiming Li's repositories
attention_keras
Keras Layer implementation of Attention for Sequential models
AttnSleep
[IEEE TNSRE] "An Attention-based Deep Learning Approach for Sleep Stage Classification with Single-Channel EEG"
audiocraft
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.
BSc-Thesis
BSc Thesis Code and Manuscript
CAM
Class Activation Mapping
Cross-Modal-Transformer
Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991
deepschool.io
Deep Learning tutorials in jupyter notebooks.
few-shot-text-classification
Few-shot binary text classification with Induction Networks and Word2Vec weights initialization
FinRL
FinRL: Financial Reinforcement Learning. 🔥
Hands-On-Graph-Neural-Networks-Using-Python
Hands-On Graph Neural Networks Using Python, published by Packt
InceptionTime
InceptionTime: Finding AlexNet for Time Series Classification
latex_paper_writing_tips
Tips for Writing a Research Paper using LaTeX
llama
Inference code for LLaMA models
llm-course
Course with a roadmap and notebooks to get into Large Language Models (LLMs).
MW_EEG_CNN
Code for Jin, C. Y., Borst, J. P., & van Vugt, M. K. (2020). Decoding Study-Independent Mind-Wandering from EEG using Convolutional Neural Networks.
poetry_genre_classifier
Classification model for poetic genres and a recommendation system
SACD
A cross-modal distillation method based on infrared video and EEG signals
Sleep-Stages-Classification-Papers
A list of papers for sleep stages classification using machine learning/deep learning.
text_classification
all kinds of text classification models and more with deep learning
Text_Classification-1
Text Classification Algorithms: A Survey
torcheeg
TorchEEG is a library built on PyTorch for EEG signal analysis.
TrailNapAlarm
PSU ECE Capstone Project 23, 2021/2022: Automated Sleep Monitor and Trail Nap Alarm
tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
U-Time
U-Time: A Fully Convolutional Network for Time Series Segmentation