caesarcai

fiftyone

The open-source tool for building high-quality datasets and computer vision models

ISL-python

Porting the R code in ISL to python. Labs and exercises

xbraid

XBraid Parallel-in-Time Solvers

LISTA-CPSS

[NeurIPS'18, Spotlight oral] "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds", by Xiaohan Chen*, Jialin Liu*, Zhangyang Wang and Wotao Yin.

spsa

Simultaneous perturbation stochastic approximation Python code

Evolutionary-Optimization-Algorithms

DE, CMA-ES, MA-ES, LM-MAES Python Implementation

High-Dim-ES-RL

Paper: Challenges in High-dimensional Reinforcement Learning with Evolution Strategies

LRPCA

Learned Robust PCA: A Scalable Deep Unfolding Approach for High-Dimensional Outlier Detection

AccAltProj_for_RPCA

Accelerated Alternating Projections for Robust Principal Component Analysis

ONMF_ONTF_NDL

Online Matrix/Tensor Factorization and applications to Network Dictionary Learning and images

ZORO

Zeroth-Order Regularized Optimization (ZORO): Approximately Sparse Gradients and Adaptive Sampling

ZO-BCD

Codes from the paper "A Zeroth-Order Block Coordinate Descent Algorithm for Huge-Scale Black-Box Optimization"

MS4L2O

ASAP-Hankel

Accelerated Structured Alternating Projections for Robust Spectrally Sparse Signal Recovery

IRCUR

Rapid Robust Principal Component Analysis: CUR Accelerated Inexact Low Rank Estimation

Modewise_Tensor_Decomp

Mode-wise Tensor Decompositions: Multi-dimensional Generalizations of CUR Decompositions

SCOBO

SCOBO: Sparsity-aware Comparison Oracle Based Optimization

CCS-ICURC

Summer-Project-2020

This is collection of a few codes I used in Summer Project this year

CARS

Curvature Aware Random Search

HSGD

Structured Gradient Descent for Fast Robust Low-Rank Hankel Matrix Completion