Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
Projects in Awesome Lists by sylvaincom
A curated list of projects in awesome lists by sylvaincom .
https://github.com/sylvaincom/medgan-tips
[Python] Additional works on Edward Choi's medGAN (generative adversarial network for electronic health records). In particular: boosting the prediction score using dataset augmentation.
dataset-augmentation electronic-health-records gan gans generative-adversarial-network generative-adversarial-networks medgan
Last synced: 15 Oct 2024
https://github.com/sylvaincom/astride
[Preprint] Python implementation of "ASTRIDE: Adaptive Symbolization for Time Series Databases"
distance signal-processing signal-reconstruction time-series time-series-classification
Last synced: 15 Oct 2024
https://github.com/sylvaincom/comparison-distributions
[Python] Comparison of empirical probability distributions. Integral probability metrics (e.g. Kantorovich metric). f-divergences (e.g. Kullback-Leibler). Application to the Choquet integral.
choquet-integral integral-probability-metrics ipms kantorovich-metric kullback-leibler-divergence
Last synced: 15 Oct 2024
https://github.com/sylvaincom/anomaly-detection-pca
Anomaly detection on a production line using principal component analysis (PCA) and kernel principal component analysis (KPCA) *from scratch*.
anomaly-detection kernel-methods kpca pca principal-component-analysis
Last synced: 03 Dec 2024
https://github.com/sylvaincom/d-symb
[ICDMW 2023] Python implementation of d_{symb}: "An Interpretable Distance Measure for Multivariate Non-Stationary Physiological Signals"
distance multivariate-timeseries non-stationary time-series visualization
Last synced: 15 Oct 2024
https://github.com/sylvaincom/c-for-data-science
C++ programming for Data Science. K-means clustering. K-nearest neighbor algorithm. Neural Networks.
kmeans-clustering knearest-neighbor-algorithm neural-network
Last synced: 03 Dec 2024
https://github.com/sylvaincom/symb-rep
[EUSIPCO 2024] Python implementation of ASTRIDE: "Symbolic representation for time series"
Last synced: 03 Dec 2024
https://github.com/sylvaincom/github_tutorial
A basic introduction to GitHub and GitHub actions by using GitHub Desktop
Last synced: 16 Nov 2024
https://github.com/sylvaincom/pyds_lectures
Python for Data Science lectures
Last synced: 16 Nov 2024
https://github.com/sylvaincom/high-dimensional-statistics
[Python, R] My homeworks for the Statistics for high-dimensional data course of my MSc @ Mines Nancy
boosting boosting-algorithms lasso-regression ridge-regression
Last synced: 03 Dec 2024