MiirHo3eIN's repositories
TimeEval-algorithms
Time series anomaly detection algorithm implementations for TimeEval (Docker-based)
aerosense_compression_pipeline
To Validate the Data Compression models of Aerosense project with Rocket for MVTS data
blog
Public repo for HF blog posts
embedded-rvq
This repository is to analyze different strategies to implement Residual Vector Quantization for the resource-constrained devices with small memory and computational power.
GAP9-System-Identification
Multi core implementation of the Parallelized version of System Identification on PULP/GAP9 platforms.
pyshm
A python package for Time Series data Analysis. The main application of this package is Structural Health Monitoring.
Deep-Learning-with-TensorFlow-and-Keras-3rd-edition
Deep Learning with TensorFlow and Keras – 3rd edition, Published by Packt
deep-time-series
Deep learning PyTorch library for time series forecasting
encodec
State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.
functime
Time-series machine learning and embeddings at scale.
GDL_code
The official code repository for examples in the O'Reilly book 'Generative Deep Learning'
gutentag
GutenTAG is an extensible tool to generate time series datasets with and without anomalies.
ML_courses_2023
This repository is a curated collection of links to various courses and resources about Artificial Intelligence (AI)
nao_robots_sdk
Useful content to work with NAO V6 robots - Python SDK
py_for_iot
Python For IoT Data Analysis - Summer 2023
Tiny_Detector
PCB-design - Firmware design of an intelligent vibration-based SHM node.
TranAD
[VLDB'22] Anomaly Detection using Transformers, self-conditioning and adversarial training.
transformer-from-scratch
Well documented, unit tested, type checked and formatted implementation of a vanilla transformer - for educational purposes.
transformer-time-series-prediction
proof of concept for a transformer-based time series prediction model
un-sand-on-edge
UN-Supervised ANomaly Detection for AI driven methods deployed ON resource-constrained devices at EDGE for SHM application
vector-quantize-pytorch
Vector (and Scalar) Quantization, in Pytorch