Python implementation of elastic-net regularized generalized linear models
☆288Aug 17, 2023Updated 2 years ago
Alternatives and similar repositories for pyglmnet
Users that are interested in pyglmnet are comparing it to the libraries listed below
Sorting:
- A python port of the glmnet package for fitting generalized linear models via penalized maximum likelihood.☆269Jul 24, 2024Updated last year
- Group elastic net implementation in PyTorch.☆46Oct 12, 2020Updated 5 years ago
- Tools for spike data analysis and visualization☆111Feb 4, 2023Updated 3 years ago
- Tools related to analyzing eye tracking data from cogntive sciences experiments☆16Mar 27, 2024Updated last year
- Generalized Linear Models in Sklearn Style☆131Apr 22, 2020Updated 5 years ago
- Talk and demo notebooks for PyData Chicago, August 2016: http://pydata.org/chicago2016/schedule/presentation/15/☆11Oct 29, 2016Updated 9 years ago
- Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.☆237Jun 10, 2025Updated 8 months ago
- A class for using ML algorithms for spike prediction☆62Feb 14, 2018Updated 8 years ago
- Group Lasso implementation following the scikit-learn API☆106Jun 6, 2024Updated last year
- a Python repository for content-based recommendation based on Latent semantic analysis (LSA) topic distance and Rocchio Algorithm, see t…☆48Aug 31, 2017Updated 8 years ago
- Generalized linear models for neural spike train modeling, in Python! With GPU-accelerated fully-Bayesian inference, MAP inference, and n…☆45Oct 14, 2014Updated 11 years ago
- ☆208Dec 11, 2023Updated 2 years ago
- This repository stores all scripts to analyze MEG data from the eponymous manuscript.☆26Dec 7, 2016Updated 9 years ago
- [CONTRIBUTORS WELCOME] Generalized Additive Models in Python☆960Jan 22, 2026Updated last month
- Repository for materials/codes from Kording lab teaching 2016☆14Sep 12, 2017Updated 8 years ago
- A python package that includes many methods for decoding neural activity☆468Jul 3, 2023Updated 2 years ago
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆58Feb 2, 2023Updated 3 years ago
- Structured Machine Learning in Python☆46Apr 14, 2023Updated 2 years ago
- BAyesian Model-Building Interface (Bambi) in Python.☆1,244Feb 19, 2026Updated last week
- Group Lasso package for Python.☆16Sep 12, 2023Updated 2 years ago
- Python package for Bayesian Machine Learning with scikit-learn API☆522Sep 22, 2021Updated 4 years ago
- A scikit-learn-compatible Python implementation of ReBATE, a suite of Relief-based feature selection algorithms for Machine Learning.☆420Feb 10, 2023Updated 3 years ago
- Low-rank Highway Networks☆13Mar 11, 2016Updated 9 years ago
- Spectral analysis tools for neuroscience data☆12Apr 5, 2021Updated 4 years ago
- Bayesian learning and inference for state space models☆678May 9, 2025Updated 9 months ago
- MNE-HCP for processing the Human Connectome Project MEG data using MNE-Python☆27Jul 24, 2024Updated last year
- Keras for Science☆73Jun 27, 2018Updated 7 years ago
- ☆39May 24, 2019Updated 6 years ago
- dask-searchcv is now part of dask-ml: https://github.com/dask/dask-ml☆241Oct 13, 2018Updated 7 years ago
- Source code for https://meta-meta-resources.org☆20Jul 26, 2023Updated 2 years ago
- Confidence intervals for scikit-learn forest algorithms☆290Apr 20, 2025Updated 10 months ago
- A multi-algorithm Python framework for regularized regression☆13Oct 31, 2023Updated 2 years ago
- 🕝 Time-warped principal components analysis (twPCA)☆128Apr 14, 2021Updated 4 years ago
- ☆13Mar 3, 2019Updated 6 years ago
- Simple tutorial on Gaussian and Poisson GLMs for single and multi-neuron spike train data☆99Jul 18, 2022Updated 3 years ago
- Patsy Adaptors for Scikit-learn☆48Apr 17, 2019Updated 6 years ago
- rERPy is a Python library for doing ERP/ERF and rERP/rERF analysis of brainwaves☆14Feb 4, 2014Updated 12 years ago
- Resources for grounding protein families and complexes from text and describing their hierarchical relationships.☆18Jul 10, 2024Updated last year
- ☆14Sep 23, 2014Updated 11 years ago