jhumphry / regressionsLinks
A Python package that implements various regression algorithms, including Partial Least Squares and Principal Components Regression
☆23Updated 6 months ago
Alternatives and similar repositories for regressions
Users that are interested in regressions are comparing it to the libraries listed below
Sorting:
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆45Updated 11 years ago
- Information Theoretic Tools for Python☆95Updated 6 years ago
- Python Time Series Analysis (PTSA, pronounced "pizza")☆42Updated 8 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆128Updated 4 years ago
- Structured Machine Learning in Python☆46Updated 2 years ago
- Interpretable neural spike train models with fully-Bayesian inference algorithms☆48Updated 7 years ago
- Python implementation of elastic-net regularized generalized linear models☆287Updated 2 years ago
- Python package for sleep scoring from EEG data☆29Updated 11 years ago
- Preconditioned ICA for Real Data☆117Updated last month
- ☆10Updated 9 years ago
- Implementation of Hidden Markov Models in pymc3☆62Updated 8 years ago
- minepy - Maximal Information-based Nonparametric Exploration☆230Updated last year
- python library implementing ensemble methods for regression, classification and visualisation tools including Voronoi tesselations.☆126Updated 5 years ago
- A Python Multiple kernel learning library.☆57Updated 6 years ago
- Several maximum likelihood ICA algorithms, including Picard☆23Updated 8 years ago
- Signal Processing And Classification Environment in Python☆56Updated 7 years ago
- A class for using ML algorithms for spike prediction☆62Updated 7 years ago
- Python toolbox for nonnegative matrix factorization☆117Updated 7 years ago
- ☆42Updated 11 years ago
- A quickstart guide to tensor decomposition☆72Updated 3 years ago
- introductory material☆18Updated 10 years ago
- Keras for Science☆73Updated 7 years ago
- bayesian bootstrapping in python☆123Updated 3 years ago
- Relevance Vector Machine implementation using the scikit-learn API.☆237Updated 5 months ago
- Course materials for the 2018 Summer Workshop on the Dynamic Brain☆22Updated 7 years ago
- Initial attempt to incorporate some time-series analysis features from hctsa into python land☆28Updated 9 years ago
- ☆68Updated last month
- An ongoing collection of ipython notebooks on neuroscience from xcorr: computational neuroscience.☆78Updated 3 years ago
- In probability theory and information theory, the mutual information of two random variables is a quantity that measures the mutual depen…☆80Updated 13 years ago
- Dimensionality reduction of spikes trains☆49Updated 4 years ago