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
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ADMM: homepage –> Books, Papers, Software, People
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SALSA and C-SALSA: MATLAB
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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.