https://github.com/foolwood/pytorch-slimming

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

deep-learning fast-inference l1-regularization pytorch weight-pruning

Last synced: 05 Apr 2025

https://github.com/carnotresearch/cr-sparse

Functional models and algorithms for sparse signal processing

basis-pursuit compressive-sensing convex-optimization functional-programming jax l1-regularization lasso linear-operators sparse-bayesian-learning sparse-linear-systems sparse-representations wavelets

Last synced: 19 Aug 2025

https://github.com/rfeinman/pytorch-lasso

L1-regularized least squares with PyTorch

dictionary-learning l1-regularization lasso least-squares pytorch sparse-coding

Last synced: 20 Mar 2025

https://github.com/jaydu1/sparseportfolio

High Dimensional Portfolio Selection with Cardinality Constraints

cardinality-constraints high-dimensional-statistics l1-regularization portfolio-optimization

Last synced: 13 Apr 2025

https://github.com/ivannz/l1_tf

A wrapper for L1 trend filtering via primal-dual algorithm by Kwangmoo Koh, Seung-Jean Kim, and Stephen Boyd

filter l1-regularization primal-dual-algorithm trend

Last synced: 06 Jul 2025

https://github.com/eonu/reg-lm

Experimentation of L1, L2 and ElasticNet regularized linear models (with GLMNet) for predicting the battery capacity of a mobile phone from its specifications.

elastic-net glmnet l1-regularization l2-regularization linear-models linear-regression lm machine-learning prediction r r-notebook regularization regularized-linear-regression

Last synced: 03 Apr 2025

https://github.com/moindalvs/different_types_linear_regressions

data-science l1-regularization l2-regularization lasso-regression linear linear-regression polynomial-regression ridge-regression

Last synced: 24 Apr 2026

https://github.com/hamza2334-tech/covid-mlp

🧠 Predict COVID-19 mortality rates using a Multilayer Perceptron model, built from CDC data, without high-level frameworks.

adam-optimizer binary-crossentropy catboostregressor cdc-dataset classification dropout early-stopping fillna keras l1-regularization machine-learning outliers pycaret random-forest-regressor storytelling student-project tensorboard-visualization university-at-buffalo

Last synced: 13 May 2026