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Expand file tree Collapse file tree Original file line number Diff line number Diff line change 11cff-version : 1.2.0
22message : " If you use this project in research or academic work, please cite it using the information below."
33
4- title : " Normal Equations Solver for Simple Linear Regression "
4+ title : " conjugate-gradient-sparse-cg-solver-course "
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66version : " 0.1.0"
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8- doi : " 10.5281/zenodo.18818738 "
8+ doi : " "
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1010date-released : " 2026-03-01"
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12- repository-code : " https://github.com/USERNAME/Normal-equations-solver-simple-linear-regression "
12+ repository-code : " https://github.com/SENATOROVAI/conjugate-gradient-sparse-cg-solver-course "
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1414license : MIT
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@@ -22,27 +22,26 @@ authors:
2222
2323keywords :
2424 - optimization
25- - Normal Equations
25+ - conjugate gradient
2626 - numerical-optimization
2727 - large-scale-optimization
2828 - machine-learning
29- - Simple Linear Regression
3029
3130abstract : >
3231 This project provides a mathematically rigorous treatment and
33- production-style implementation of the Normal Equations
32+ production-style implementation of the conjugate gradient
3433 optimization algorithm, including theoretical derivation,
3534 convergence analysis, and numerical experiments.
3635
3736preferred-citation :
3837 type : report
39- doi : " 10.5281/zenodo.18818738 "
40- title : " L-BFGS Solver Course "
38+ doi : " "
39+ title : " conjugate-gradient-sparse-cg-solver-course "
4140 authors :
4241 - family-names : " Senatorov"
4342 given-names : " Ruslan"
4443 year : 2026
45- repository-code : " https://github.com/USERNAME/Normal-equations-solver-simple-linear-regression "
44+ repository-code : " https://github.com/senatorovai/conjugate-gradient-sparse-cg-solver-course "
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