4 projects
nonconvexAG
Accelerated gradient methods for nonconvex sparse learning with SCAD and MCP penalties
fastHDMI
Use fast FFT-based mutual information screening for large datasets. Works well on MRI brain imaging data. Developed by Kai Yang, [GPG Public key Fingerprint: B9F863A56220DBD56B91C3E835022A1A5941D810](https://keys.openpgp.org/vks/v1/by-fingerprint/B9F863A56220DBD56B91C3E835022A1A5941D810)
nonconvexAG-GPU
(GPU version) Implementation of accelerated gradient algorithm with strong rules for (high-dimensional) nonconvex sparse learning problems.
MI-AG
Use mutual information and accelerated gradient method to filter out and optimize nonconvex sparse learning problems on large genetic data based on bed/bim/fam. Multiprocessing is now available.
