CliPP v1.3.3

Fixed a minor error in the CliPP kernel function, improving clustering results in rare cases.

CliPP v1.3.2

Major updates in this version include:

• CliP is now renamed to CliPP
• Add an option for Docker installation (Please refer to the README for further details).
• Minor errors fixed in postprocess.R

CliP v1.3.1

Major update in this version includes:

• Revised the CliP kernel function and postprocessing. Please refer to the README for further details.

CliP v1.3

Major fixes and updates in this version include:

• Changed CliP kernel function from Python to C/C++ code, which is further supported by OpenMP for parallel computing.
• Changed the calling of kernel function from using the Python subprocess routine to Python functions (run_clip_nosub/run_clip_sub).
• Integrated the calling of kernel function for the predefined list of $\lambda$ and a user provided $\lambda$.
• Fixed several bugs in preprocess.R

CliP v1.2.1

Major fixes and updates in this version include:

• Fixed several bugs in postprocess.R
• Revised the postprocessing and lambda selection pipeline

Version 1.2.1 has been tested on both simulation and real data for accuracy.

CliP v1.2

Major fixes and updates in this version include:

• Several upgrades for faster computation
• Lightweight parallel
• Bug in subsampling fixed

Version 1.2 accelerates version 1.1 and is at least multiple times faster.

CliP v1.1

• Wrap-up with a one-step caller
• Major updates on output formats to make it more user-friendly

CliP v1.0

The Original release.