KristynaPijackova's repositories
Radio-Modulation-Recognition-Networks
Radio modulation recognition with CNN, CLDNN, CGDNN and MCTransformer architectures. Best results were achieved with the CGDNN architecture, which has roughly 50,000 parameters, and the final model has a memory footprint of 636kB. More details can be found in my bachelor thesis linked in the readme file.
Tutorials_NNs_and_signals
This repository contains two basic tutorials on how to use neural networks when working with signals. You can see how to use LSTM, GRU or Conv1d on an ECG5000 dataset, as well as how to create a simple anomaly detector with a help of simple autoencoder.
awesome-radar-perception
A curated list of radar datasets, detection, tracking and fusion
chromosome_straightening
code for A novel algorithm for straightening highly curved images of human chromosome
learn2learn
A PyTorch Library for Meta-learning Research
MKS
MPC-MKS 21/22Z
MPA-MLF
MPA-MLF
NoiseDetectionCNN-GRU
Classification of iEEG segments using CNN-GRU neural network
stat_rethinking_2022
Statistical Rethinking course winter 2022