coordinate-descent
Here are 38 public repositories matching this topic...
CycleSL: Server-Client Cyclical Update Driven Scalable Split Learning
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May 23, 2024 - Python
Workshop on the course "Computer decision support systems" at V. N. Karazin Kharkiv National University
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Dec 26, 2023 - Python
Code for the paper "Let’s Make Block Coordinate Descent Go Fast"
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Jul 8, 2023 - Python
This is implementation Lasso with Coordinate Descent and LARS (Least Angle Regression).
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Apr 29, 2023 - Python
Fast and modular solver for sparse generalized linear models
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Apr 15, 2023 - Rust
A sparsity aware implementation of "Deep Autoencoder-like Nonnegative Matrix Factorization for Community Detection" (CIKM 2018).
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Mar 18, 2023 - Python
Implementations of various numerical optimization methods, written in plain Java.
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Oct 15, 2022 - Java
Implementation of optimization algorithms in python
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Sep 27, 2022 - Python
Solving Quadratic Programming problem with LASSO constraint
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Aug 4, 2022 - R
Hello! All codes belong to me. I created those codes for my Machine Learning Lab Class. Enjoy it!
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May 30, 2022 - Jupyter Notebook
Library of Semi-Relaxed Optimal Transport
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Feb 8, 2022
Implementation of Relaxed Lasso Algorithm for Linear Regression.
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Jan 19, 2022 - Python
Implementation of Relaxed Lasso Algorithm for Linear Regression.
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Nov 15, 2021 - Python
Associated codebase for Byzantine-resilient distributed / decentralized machine learning papers from INSPIRE Lab
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Oct 11, 2021 - Python
Block coordinate descent for group lasso
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Sep 8, 2021 - C++
a python script of a function summarize some popular methods about gradient descent
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Jul 13, 2021 - Python
Explanations and Python implementations of Ordinary Least Squares regression, Ridge regression, Lasso regression (solved via Coordinate Descent), and Elastic Net regression (also solved via Coordinate Descent) applied to assess wine quality given numerous numerical features. Additional data analysis and visualization in Python is included.
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Jan 20, 2021 - Jupyter Notebook
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