Martin Demeter's starred repositories
example-project
Example project that uses mlops-platform.
ML-Papers-of-the-Week
🔥Highlighting the top ML papers every week.
accelerate
🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support
awesome-mlops
:sunglasses: A curated list of awesome MLOps tools
Bidirectional-Deep-readout-Echo-State-Network
Multi-variate time series classification with a bi-directional ESN with a readout implemented as a deep neural network.
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.