kezure

SleePyCo

This is an official implementation for "SleePyCo: Automatic Sleep Scoring with Feature Pyramid and Contrastive Learning".

ssl_baselines_for_biosignal_feature_extraction

Implementations of various published works on self-supervised learning approaches to biosignal feature extraction.

xsleepnet

.github

Auto-GPT

An experimental open-source attempt to make GPT-4 fully autonomous.

BENDR

deep-learning-with-keras-ja

『直感 Deep Learning』のリポジトリ

Estranged.Lfs

A Git LFS server implementation in C# designed to run in a serverless environment.

examples

A repository to host extended examples and tutorials

interpretable-ml-book

Book about interpretable machine learning

ast

Code for the Interspeech 2021 paper "AST: Audio Spectrogram Transformer".

AudioMAE

This repo hosts the code and models of "Masked Autoencoders that Listen".

Cross-Modal-Transformer

Official repository of cross-modal transformer for interpretable automatic sleep stage classification. https://arxiv.org/abs/2208.06991

EEG-Datasets

A list of all public EEG-datasets

EEG-DL

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

full-stack-fastapi-postgresql

Full stack, modern web application generator. Using FastAPI, PostgreSQL as database, Docker, automatic HTTPS and more.

git-lfs-s3

Git LFS S3 Storage Service

gsoc-wav2vec2

GSoC'2021 | TensorFlow implementation of Wav2Vec2

mae

PyTorch implementation of MAE https//arxiv.org/abs/2111.06377

ml_design_book

ml_interpret_book

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

SeqSleepNet

SeqSleepNet: End-to-End Hierarchical Recurrent Neural Network for Sequence-to-Sequence Automatic Sleep Staging

ssast

Code for the AAAI 2022 paper "SSAST: Self-Supervised Audio Spectrogram Transformer".

time-series-transformers-review

A professionally curated list of awesome resources (paper, code, data, etc.) on transformers in time series.

tools

set static ip

TOTEM

The official code 👩‍💻 for - TOTEM: TOkenized Time Series EMbeddings for General Time Series Analysis

transformer-time-series-prediction

proof of concept for a transformer-based time series prediction model

vertex-pipelines-example

From GoogleCloudPlatform/vertex-pipelines-end-to-end-samples.

zenn-blog