stephenbeckr
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convex-optimization-class Public
APPM 5630 at CU Boulder
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zeroSR1 Public
Proximal gradient algorithm for convex optimization, using a diagonal +/- rank-1 norm
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AIMS Public
AIMS South Africa Short Course on Optimization
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ML-theory-class Public
Theoretical Machine Learning (APPM 4490) class, Spring 2022
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L-BFGS-B-C Public
L-BFGS-B, converted from Fortran to C, with Matlab wrapper
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PyTorch-QuadConv-forked Public
Forked from AlgorithmicDataReduction/PyTorch-QuadConvQuadrature-based convolutions for deep learning on unstructured and non-uniform mesh data.
Python MIT License UpdatedApr 15, 2023 -
tucker-tensorsketch Public
Forked from OsmanMalik/tucker-tensorsketchCode for our NeurIPS 2018 paper titled "Low-Rank Tucker Decomposition of Large Tensors Using TensorSketch"
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time-series-class Public
MATH/STAT 4540/5540 Introduction to Time Series, spring 2022
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exactLASSOlinesearch Public
Matlab code for an exact linesearch for LASSO problems
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numerical-analysis-class Public
Undergraduate numerical analysis, first semester, APPM 4650. University of Colorado Boulder
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randomized-algorithm-class Public
Randomized algorithm class at CU
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fastRPCA Public
Matlab code for all variants of robust PCA and SPCP
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CambridgeOptimisationCourse Public
2 week short-course taught for Cambridge CCIMI June 2018
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SparsifiedKMeans Public
KMeans for big data using preconditioning and sparsification, Matlab implementation. Aka k-means
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SSC Public
Sparse Subspace Clustering (for linear and affine spaces)
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