Sklearn: Difference between revisions
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Latest revision as of 07:18, 16 April 2017
Machine learning software package for Python
Link: http://scikit-learn.org/stable/index.html
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Linear Algebra Topics in linear algebra.
Matlab · Octave · Sundials · Trilinos
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Scientific Computing Topics in scientific computing.
Numerical Software: Lapack · Sundials · Matlab · Octave · FFTW Petsc · Example Petsc Makefile · Trilinos · Hypre · Ginac · Gnuplot
Python: Numpy · Scipy · Pandas · Matplotlib · Python Sundials · Py4Sci Scikit-learn: Sklearn · Skimage
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Python a powerful programming language
Scientific Python: Data analysis libraries: Scipy · Numpy · Pandas · Statsmodel Machine learning libraries: Sklearn Neural network libraries: Tensorflow · Keras Plotting/viz: Matplotlib · Seaborn · Jupyter Solving partial differential equations and bessel functions: Fipy · Bessel Functions
Web and Networking Python: Web programming: Flask · Webapps · Mechanize · Scrapy · Gunicorn Wifi: Wireless/Python · Scapy IPython and Jupyter: Jupyter
Drawing, Geometry, and Shapes: Shapely (for drawing shapes): Shapely Geography library: Geos
General Useful Python Utilities: Python Remote Objects: Pyro Logging (create multi-channel log messages): Logging Keyboard (control keyboard from Python): Keyboard
Black Hat Python: Network scanning: Python/Scanner
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