OnlineCA.jl (Command line tool)

All functions can be performed as command line tool in shell window and same options in OnlineCA.jl (Julia API) are available.

After installation of OnlineCA.jl, command line tools are saved at YOUR_HOME_DIR/.julia/v1.x/OnlineCA/bin/.

The functions can be performed as below.

Correspondence Analysis (CA)

shell> julia YOUR_HOME_DIR/.julia/v1.x/OnlineCA/bin/ca \
--input Data.zst \
--outdir OUTDIR \
--dim 3 \
--noversamples 5 \
--niter 3 \
--chunksize 100

Sparse Correspondence Analysis (SparseCA)

shell> julia YOUR_HOME_DIR/.julia/v1.x/OnlineCA/bin/sparse_ca \
--input Data.mtx.zst \
--outdir OUTDIR \
--dim 3 \
--noversamples 5 \
--niter 3 \
--chunksize 100

Binary COO Correspondence Analysis (BinCOOCA)

shell> julia YOUR_HOME_DIR/.julia/v1.x/OnlineCA/bin/bincoo_ca \
--input Data.bincoo.zst \
--outdir OUTDIR \
--dim 3 \
--noversamples 5 \
--niter 3 \
--chunksize 100