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anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

anomaly_detection

artemis

An array of comprehensive hardware design resources for the Artemis Kit, an affordable 1U CubeSat that encompasses all the essential subsystems of a fully operational passive small satellite, commonly known as a smallsat.

cara_analysis_tools

cnnpred-keras

CNNpred: CNN-based stock market prediction using a diverse set of variables

coda

The Common Data Access toolset

da-rnn

Dual-Stage Attention-Based Recurrent Neural Net for Time Series Prediction

deepxde

A library for scientific machine learning and physics-informed learning

desto

flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

fortran-astrodynamics-toolkit

A Modern Fortran Library for Astrodynamics 🚀

groops

A software toolkit for gravity field recovery and GNSS processing

gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

jpl_eph

Code to read, use, and manipulate JPL DE ephemeris data.

kalman-and-bayesian-filters-in-python

Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.

leogps

:earth_asia: :satellite: :earth_asia: :satellite: LEOGPS - Satellite Navigation with GPS on Python!

medium_notebook

Repository containing notebooks of my posts on Medium

nos3

odeint-v2

odeint - solving ordinary differential equations in c++ v2

openstartracker

A fast, robust, open source startracker based on a new class of baysian startracker algorithms

orbital-mechanics-notes

Notes for Orbital Mechanics

orbitdeterminator

determination of satellite orbits and more

phifa

A Tool for Numerical Propagation of High-Fidelity Astrodynamics

poliastro

poliastro - :rocket: Astrodynamics in Python

python-skyfield

Elegant astronomy for Python

rehuel

Rehuel is a simple C++11 library for solving ordinary differential equations with (implicit) Runge-Kutta methods.

rtklib

satellite-telemetry-anomaly-detection

Unsupervised machine learning techniques for detecting anomalies in LASP spacecraft telemetry

satellitetoolbox.jl

A toolbox for satellite analysis written in julia language.

spacecraft-simulation42

Simulation for spacecraft attitude control system analysis and design