Library

Machine Learning

Neural Network

• NeuPy: is a Tensorflow based python library for prototyping and building neural networks
• NeuPy: is a Tensorflow based python library for prototyping and building neural networks

Optimization

ADMM SALSA Proximal

• ADMM: homepage –> Books, Papers, Software, People

• SALSA and C-SALSA: MATLAB

• Proximal

  • Proximity Operator: Matlab, Python
  • Operator Discretization Library: Python, CUDA
  • Proximal Operators: Julia

Sparse

• SparseLab: Stanford –> Seeking Sparse Solutions To Linear Systems Of Equations, Matlab
• L1 Regularization: Various kinds of methods for L1 regularization optimization problem, Matlab.
• Compressed Sensing Code
• Matlab Tools: KSVD, OMP, Matlab
• CSToolbox: CS, Python

Other

• GIFT-Surg : sedumi
  • NiftyMIC: Motion Correction and Volumetric Image Reconstruction of 2D Ultra-fast MRI
  • SlicSeg: An API and GUI application for semi-automated interactive segmentation of medical images. http://www.gift-surg.ac.uk
  • DyBaORF: Dymanically Balanced Online Random Forest
  • GIFT-Grab: An open-source C++ and Python API for acquiring, processing and encoding video streams in real time. Supports several frame-grabber cards, standard-compliant network streams and video files. Python API is compatible with NumPy and SciPy.

MRI

• NiftyMIC: Motion Correction and Volumetric Image Reconstruction of 2D Ultra-fast MRI
• MRiLab: A numerical MRI simulator. MRiLab is a rapid and versatile numerical MRI simulator with Matlab interface and GPU parallel acceleration on Windows and Linux