wide array of continuous wavelet transforms using Julia

Atomic Line Spectral Estimation Toolbox

An R package for sparse PCA via Fantope Projection and Selection

Synchrosqueezing, wavelet transforms, and time-frequency analysis in Python

Tensorflow implementation of Shearlab, including a python wrapper of the Julia Shearlab APi

Two-Layer ReLU Autoencoders via Convex Optimization based on the paper "Convex Neural Autoregressive Models: Towards Tractable, Expressive, and Theoretically-Backed Models for Sequential Forecastin…

Code to replicate experiments in https://arxiv.org/abs/2202.01331.

A lightweight, dependency-free Python library (and command-line utility) for downloading YouTube Videos.

A Python package with tools to calculate and plot Lamb wave dispersion curves and particle displacement.

TPPDF is a simple-to-use PDF builder for iOS and macOS written in Swift

An iOS PDF viewer and annotator written in Swift that can be embedded into any application.

A User-Focused Photo & File Management System

Scalable Convex Neural Networks

An implementation of [robust version] of Fisher Linear discriminant analysis

Group Lasso implementation following the scikit-learn API

Fast solver for L1-type problems: Lasso, sparse Logisitic regression, Group Lasso, weighted Lasso, Multitask Lasso, etc.

Fast and modular sklearn replacement for generalized linear models

Python Dynamic Mode Decomposition

Method for Splitting the DeepShip Dataset

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoo…

Relevance Vector Machine implementation using the scikit-learn API.

Repository for paper "Separation and Concentration in Deep Networks" accepted at ICLR 2021

Implementation of the ICLR 2022 paper "Phase Collapse in Neural Networks."

Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)