IPython: Productive Interactive Computing
IPython provides a rich toolkit to help you make the most out of using Python interactively. Its main components are:
- Powerful interactive Python shells (terminal-, Qt- and web-based).
- Support for interactive data visualization and use of GUI
... [More] toolkits.
- Flexible, embeddable interpreters to load into your own projects.
- Tools for high level and interactive parallel computing. [Less]
The SHOGUN machine learning toolbox's focus is on large scale kernel methods and especially on Support Vector Machines (SVM). It comes with a generic interface for SVMs, features several SVM and kernel implementations, includes LinAdd optimizations and also Multiple Kernel Learning algorithms.
... [More] SHOGUN also implements a number of linear methods. It allows the input feature-objects to be dense, sparse or strings and of type int/short/double/char. It provides efficient implementations several kernels but also linear methods, hidden markov models etc. and interfaces to matlab,octave,python,R and has a cmdline interface and allows C++ extensions via a library. [Less]
PyBrain is a modular Machine Learning Library for Python. It's goal is to offer flexible, easy-to-use yet still powerful algorithms for Machine Learning Tasks and a variety of predefined environments to test and compare your algorithms.
PyBrain is short for Python-Based Reinforcement Learning
... [More], Artificial Intelligence and Neural Network Library.
It's the Swiss army knife for machine learning and neural networking. [Less]
VisTrails is a new scientific workflow management system developed at the University of Utah that provides support for data exploration and visualization. Written in python, it has a visual programming interface for many libraries, including VTK.
Pyspread is a non-traditional spreadsheet application that is based on and written in the programming language Python.
The goal of pyspread is to be the most pythonic spreadsheet.
Pyspread expects Python expressions in its grid cells, which makes a spreadsheet specific language obsolete. Each
... [More] cell returns a Python object that can be accessed from other cells. These objects can represent anything including lists or matrices.
Pyspread is designed for Linux and other GTK platforms. Windows is also supported. [Less]
dicompyler is an extensible radiation therapy research platform based on the DICOM standard. It is written in Python and is built on pydicom, wxPython, and matplotlib and runs on Windows, Mac OS X and Linux.
pyQPCR is a GUI application written in python that deals with quantitative PCR (QPCR) raw data. Using quantification cycle values extracted from QPCR instruments, it uses a proven and universally applicable model to give finalized quantification resu
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