namanUIUC / NonlinearComponentAnalysis
Application of principal component analysis capturing non-linearity in the data using kernel approach
☆8Updated 6 years ago
Alternatives and similar repositories for NonlinearComponentAnalysis:
Users that are interested in NonlinearComponentAnalysis are comparing it to the libraries listed below
- Python functions for orthogonal polynomials and (real, 2D, orthonormal) spherical harmonics☆9Updated last year
- This implementation of DeePyMoD is no longer maintained! We switched to a PyTorch based implementation: https://github.com/PhIMaL/DeePyM…☆24Updated 5 years ago
- Code and data for a simulation project aimed at computing statistical power for various dimensionality reduction and clustering algorithm…☆13Updated 5 years ago
- Sequential Monte Carlo sampler for PyMC2 models.☆13Updated 6 years ago
- Gaussian-Processes Surrogate Optimisation in python☆19Updated 3 years ago
- MATH/STAT 4540/5540 Introduction to Time Series, spring 2022☆8Updated 2 years ago
- Parametric Gaussian Process Regression for Big Data☆44Updated 5 years ago
- algorithms for mass univariate regression☆12Updated 6 years ago
- Code for our ICLR Trustworthy ML 2020 workshop paper "Improved Image Wasserstein Attacks and Defenses"☆14Updated 4 years ago
- The Union of Intersections Framework in Python☆14Updated this week
- Compute set of important operations for HCTSA code☆26Updated 4 years ago
- ☆13Updated 7 years ago
- Book: Practical Probabilistic Machine Learning in Python☆10Updated 4 years ago
- Kalman Optimization for Value Approximation☆10Updated 5 years ago
- Symbolic computation using SymPy and various applications☆20Updated 6 years ago
- Quick reference for using Sympy and Jupyter to quickly solve college math☆9Updated 6 years ago
- Robust Sparse PCA using the ROSPCA algorithm of Hubert et al. (2016)☆13Updated 4 months ago
- MCMC for the Dark Energy Spectroscopic Instrument☆13Updated 8 years ago
- Dynamical linear modeling (DLM) regression code for analysis of atmospheric time-series data.