18 projects
azarovo-hyper
High-level Python API to create, configure and control KVM and Xen virtual machines through libvirt
trosna-kalman
Adaptive Kalman filter that chooses when to poll next: uncertainty-driven monitoring intervals for virtual machine memory, with scalar, matrix and level-trend Kalman filters
trosna-linear-regression
Linear least-squares regression with L1, Tikhonov and point-repulsion (barrier) regularization, scikit-learn compatible
trosna-gisteresis
Hysteresis decision rule with dwell time and cooldown period for streaming resource-imbalance indices
trosna-weighted-regression
Time-weighted linear regression with protection against model 'falling asleep' on abrupt changes
whittaker-trosna
Whittaker smoother with recency-based mobility weights for time series
pytrendclust
Trend clustering of time series with an adaptive number of clusters: split a series into rising, falling and flat runs with an exponentially growing penalty on change points
razladka
Generate synthetic time series with a given number of change points (Markov regime switching, Weierstrass–Mandelbrot roughness) with ground-truth labels, saved to CSV, Parquet, HDF5, NetCDF, Trosna and more
pytrosna
Read, write and edit Trosna time-series files (.trosna) in pure Python: columnar, compressed, versioned, with pandas, Polars and PyArrow adapters
parzen_window
Parzen window classification with incremental learning, memory-efficient compaction and adaptive bandwidth.
wknn_1
scikit-learn compatible weighted k-Nearest-Neighbours regressor
generate-test-data-for-wknn
Test-data generator for validating the weighted k-NN (wkNN) method.
npls1-python
Python bindings for the npls1 (N-PLS1) pure-Rust chemometrics library
npls
It is a Python library for the N-PLS1 regression with L1 and L2-regularization.
signal-noise
It is a Python library for the calculation signal-noise metric in data.
PlotSpectrumNiceAndEasy
It is a Python library for build a very nice spectrum and theory lines of elements. But you can plot an other plots. It is an extension of the matplotlib library
PRPlot
It is a Python library for build a very nice predict-reference plots. It is an extension of the matplotlib library
MetrPlot
It is a Python library for build a very nice scatter plots. It is an extension of the matplotlib library
