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
- algorithms for mass univariate regression☆12Updated 6 years ago
- Python functions for orthogonal polynomials and (real, 2D, orthonormal) spherical harmonics☆9Updated last year
- A thorough, straightforward, un-intimidating introduction to Gaussian processes in NumPy.☆16Updated 6 years ago
- Sequential Monte Carlo sampler for PyMC2 models.☆13Updated 6 years ago
- Generalized DBSCAN☆12Updated 8 years ago
- ☆14Updated last year
- Symbolic computation using SymPy and various applications☆20Updated 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
- Code for our ICLR Trustworthy ML 2020 workshop paper "Improved Image Wasserstein Attacks and Defenses"☆14Updated 4 years ago
- Computational Methods for Numerical Analysis☆16Updated last year
- Material for the Advanced Scientific Programming in Python course on data visualization☆17Updated 6 years ago
- Parametric Gaussian Process Regression for Big Data☆44Updated 5 years ago
- Book: Practical Probabilistic Machine Learning in Python☆10Updated 3 years ago
- a package to support with the statistical analysis of trajectory data☆9Updated 7 years ago
- Libraries for Scientific Computing☆10Updated 6 years ago
- Capturing Structure Implicitly from Noisy Time-Series having Limited DataUpdated 7 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
- The Union of Intersections Framework in Python☆14Updated this week
- Easily optimize generic performance metrics in differentiable learning.☆18Updated 4 years ago
- This implementation of DeePyMoD is no longer maintained! We switched to a PyTorch based implementation: https://github.com/PhIMaL/DeePyM…☆24Updated 5 years ago
- Deep Probabalistic Models: Materials for my course for the Australian Mathematical Sciences Institute (AMSI) Winter School 2021☆11Updated 3 years ago
- Random Forest Library In Python Compatible with Scikit-Learn☆14Updated 3 years ago
- Jupyter Notebooks for Adv. Predictive Modeling Course☆15Updated 8 years ago
- Experiments on structure learning of Bayesian Networks with emphasis on finding causal relationship☆9Updated 6 years ago
- Course in Probabilistic Programming in Python for the 2018 EU Summer School☆23Updated 6 years ago
- High Frequency Time series Anomaly Detection using Self Organizing Maps (SOM) which is based on Competitive Learning a variant of the Neu…☆11Updated 6 years ago
- Quick reference for using Sympy and Jupyter to quickly solve college math☆9Updated 6 years ago
- Duke Machine Learning Winter School 2019☆27Updated 6 years ago
- Python implementation of the Switching Kalman Filter☆18Updated 3 years ago