Computational Science Tools
Remote computing:
ssh, vnc, nice, scp, svn, bash, linux
Efficiency: Algorithms and Data structures
Compiled vs non-compiled languages
Linked lists
Debugging & Profiling
Debugging:
C/C++ : compiler, GDB, DDD
R: debug() and browse()
Profiling:
C/C++ : gprof
R: Rprof
Matlab : profile
Parallel Computing
R: snow.
C/C++ MPI
Version Management
subversion. my cheat-sheet
Literate Programming & Reproducible Research
Doxygen, noweb
Packaging and distribution
Writing R packages
R-ext manual
Visualization
Ggobi,
gapminder/motion chart
flare
processing.org
many eyes
Web 2.0
Cite-U-Like
Science Blogs
Open Access
Forums, mailing lists, RSS feeds, etc