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ipython
IPython provides a rich architecture for interactive computing.
Project Source: https://github.com/ipython/ipython
Project Homepage: http://ipython.org/ -
nupic
NuPIC is a library that provides the building blocks for online prediction and anomaly detection systems.
Project Source: https://github.com/numenta/nupic
Project Homepage: http://numenta.org/ -
sympy
A Python library for symbolic mathematics.
Project Source: https://github.com/sympy/sympy
Project Homepage: http://sympy.org/en/index.html -
scipy
SciPy is open-source software for mathematics, science, and engineering.
Project Source: https://github.com/scipy/scipy
Project Homepage: http://scipy.org/ -
SimpleCV
SimpleCV is a framework for Open Source Machine Vision, using OpenCV and the Python programming language.
Project Source: https://github.com/sightmachine/SimpleCV
Project Homepage: http://simplecv.org/ -
hebel
Hebel is a library for deep learning with neural networks in Python using GPU acceleration with CUDA through PyCUDA.
Project Source: https://github.com/hannes-brt/hebel
Project Documentation: http://hebel.readthedocs.org/en/latest/ -
networkx
NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.
Project Source: https://github.com/networkx/networkx
Project Homepage: http://networkx.github.io/ -
pybrain
The Python Machine Learning Library.
Project Source: https://github.com/pybrain/pybrain -
ramp
Rapid Machine Learning Prototyping in Python.
Project Source: https://github.com/kvh/ramp
Project Documentation: http://ramp.readthedocs.org/en/latest/ -
DeepLearningTutorials
Deep Learning Tutorial notes and code.
project Source: https://github.com/lisa-lab/DeepLearningTutorials
Project Documentation: http://deeplearning.net/tutorial/ -
pylearn2
Pylearn2 is a library designed to make machine learning research easy.
Project Source: https://github.com/lisa-lab/pylearn2
Project Documentation: http://deeplearning.net/software/pylearn2/ -
blaze
Blaze is NumPy and Pandas for Big Data.
Project Source: https://github.com/ContinuumIO/blaze
Project Homepage: http://blaze.pydata.org/ -
pymc
PyMC is a python module for Bayesian statistical modeling and model fitting which focuses on advanced Markov chain Monte Carlo fitting algorithms.
Project Source: https://github.com/pymc-devs/pymc/tree/master
Project Documentation: http://pymc-devs.github.io/pymc/ -
nltk
NLTK is a suite of open source Python modules, data sets and tutorials supporting research and development in Natural Language Processing.
Project Source: https://github.com/nltk/nltk
Project Homepage: http://www.nltk.org/ -
TextBlob
TextBlob is a Python library for processing textual data. It provides a simple API for diving into common natural language processing (NLP) tasks such as part-of-speech tagging, noun phrase extraction, sentiment analysis, classification, translation, and more.
Project Source: https://github.com/sloria/TextBlob
Project Homepage: http://textblob.readthedocs.org/en/dev/ -
statsmodels
Statsmodels is a Python package that provides a complement to scipy for statistical computations including descriptive statistics and estimation and inference for statistical models.
Project Source: https://github.com/statsmodels/statsmodels
Project Documentation: http://statsmodels.sourceforge.net/devel/ -
pycrypto
The Python Cryptography Toolkit.
Project Source: https://github.com/dlitz/pycrypto
Project Homepage: https://www.dlitz.net/software/pycrypto/ -
biopython
The Biopython Project is an international association of developers of freely available Python tools for computational molecular biology.
Project Source: https://github.com/biopython/biopython
Project Homepage: http://biopython.org/wiki/Main_Page -
simpleai
simple artificial intelligence utilities.
Project Source: https://github.com/simpleai-team/simpleai -
emcee
The Python ensemble sampling toolkit for affine-invariant MCMC.
Project Source: https://github.com/dfm/emcee
Project Homepage: http://dan.iel.fm/emcee/current/ -
simmetrica
Lightweight framework for collecting and aggregating event metrics as timeseries data.
Project Source: https://github.com/o/simmetrica -
dedupe
dedupe is a python library that uses machine learning to perform de-duplication and entity resolution quickly on structured data.
Project Source: https://github.com/datamade/dedupe -
bayesian-belief-networks
Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.
Project Source: https://github.com/eBay/bayesian-belief-networks