mathurinm / celer
Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.
☆204Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for celer
- Fast and modular sklearn replacement for generalized linear models☆158Updated 2 weeks ago
- Group Lasso implementation following the scikit-learn API☆106Updated 5 months ago
- Making your benchmark of optimization algorithms simple and open☆246Updated last month
- Distance correlation and related E-statistics in Python☆145Updated 2 months ago
- Scikit-learn compatible estimation of general graphical models☆242Updated 8 months ago
- Large-scale, multi-GPU capable, kernel solver☆181Updated 4 months ago
- A Python library for mathematical optimization☆137Updated last month
- Functional Data Analysis Python package☆306Updated 3 weeks ago
- A python package for penalized generalized linear models that supports fitting and model selection for structured, adaptive and non-conve…☆55Updated last year
- Randomized Dimension Reduction Library☆116Updated 3 years ago
- A Python package for General Graphical Lasso computation☆31Updated 10 months ago
- Versatile Nonlinear Feature Selection Algorithm for High-dimensional Data☆175Updated 2 years ago
- Competing Risks and Survival Analysis☆57Updated this week
- A library of information-theoretic methods for data analysis and machine learning, implemented in Python and NumPy.☆90Updated last year
- ☆97Updated 6 years ago
- Bayes-Newton—A Gaussian process library in JAX, with a unifying view of approximate Bayesian inference as variants of Newton's method.☆227Updated 10 months ago
- pymc-learn: Practical probabilistic machine learning in Python☆223Updated 3 years ago
- Python implementation of elastic-net regularized generalized linear models☆280Updated last year
- Randomization-based inference in Python☆74Updated this week
- Scikit-learn compatible decision trees beyond those offered in scikit-learn☆67Updated this week
- Gaussian process modelling in Python☆218Updated 10 months ago
- A temporary repository hosting a pomegranate re-write using PyTorch as the backend.☆71Updated last year
- GAP Safe Screening Rules for Sparse-Group Lasso.☆15Updated 6 years ago
- Implementation of Flexible Conditional Density Estimator☆22Updated last year
- A Python package for building Bayesian models with TensorFlow or PyTorch☆171Updated 2 years ago
- This is the implementation of Sparse Projection Oblique Randomer Forest☆97Updated 6 months ago
- Automatic differentiation + optimization☆104Updated 5 years ago
- High performance Python GLMs with all the features!☆312Updated last week
- ☆88Updated this week
- Benchopt benchmark for Lasso☆14Updated last year