Ilshat Gubaidullin's repositories
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
cubesats
Additional materials to "Design of cooperative communication system based on CubeSat satellites" (master thesis) .
FDIR_Neural_Networks
The goal of this project is to develop a failure detection, isolation and recovery algorithm (FDIR) for a cubesat, but using machine learning and neural networks instead of the more traditional methods.
FileSearch
Test task.
HackRFDisplay
Example for transmit video + audio to tv via hackRF
HandyControl
Contains some simple and commonly used WPF controls
Russian-Phd-LaTeX-Dissertation-Template
LaTeX-template for russian Phd thesis
lstm_anomaly_thesis
Anomaly detection for temporal data using LSTMs
Machine-Learning-Cyrillic-classifier
Cyrillic alphabet classifier using dataset https://www.kaggle.com/gregvial/comnist
MEDIUM_NoteBook
Repository containing notebooks of my posts on Medium
Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
mlcourse.ai
Open Machine Learning Course
NSLReport
NavSysLab LaTeX report project for GOST 7.0.11, 7.32, 2.105 documents
Practical-Time-Series-Analysis-by-Aileen-Nielsen
Contains datasets, chapter wise exercises
rfml
Radio Frequency Machine Learning with PyTorch
Satellite-Telemetry-Anomaly-Detection
Unsupervised machine learning techniques for detecting anomalies in LASP spacecraft telemetry
telemanom
A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.
VAE-LSTM-for-anomaly-detection
We propose a VAE-LSTM model as an unsupervised learning approach for anomaly detection in time series.
VendigMachine
MVVM example