Description
An interactive parallelization framework which is especially useful in configuring data science workload distribution. Eg. supports openMIP, MPI runs on High Performance Clusters
Interactive Parallel Computing with IPython alternatives and related packages
Based on the "Science and Data Analysis" category

Pandas
A library providing highperformance, easytouse data structures and data analysis tools. 
NumPy
A fundamental package for scientific computing with Python. 
SymPy
A Python library for symbolic mathematics. 
SciPy
A Pythonbased ecosystem of opensource software for mathematics, science, and engineering. 
NetworkX
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statsmodels
Statistical modeling and econometrics in Python. 
PyMC
Markov Chain Monte Carlo sampling toolkit. 
Dask
Versatile parallel programming with task scheduling 
Numba
Python JIT (just in time) compiler to LLVM aimed at scientific Python by the developers of Cython and NumPy. 
astropy
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Biopython
Biopython is a set of freely available tools for biological computation. 
blaze
NumPy and Pandas interface to Big Data. 
orange
Data mining, data visualization, analysis and machine learning through visual programming or Python scripting. 
Cubes
Lightweight Python OLAP framework for multidimensional data analysis 
Open Mining
Business Intelligence (BI) in Python (Pandas web interface) 
RDKit
Cheminformatics and Machine Learning Software. 
bcbionextgen
A toolkit providing bestpractice pipelines for fully automated high throughput sequencing analysis. 
NIPY
A collection of neuroimaging toolkits. 
bcolz
A columnar data container that can be compressed. 
bccb
Collection of useful code related to biological analysis. 
Neupy
Running and testing different Artificial Neural Networks algorithms. 
PyDy
Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib. 
harold
An MIT licensed systems and controls toolbox for Python. 
signac
Manage large and heterogeneous data spaces on the file system. 
cclib
A library for parsing and interpreting the results of computational chemistry packages. 
daskmemusage
A lowimpact profiler to figure out how much memory each task in Dask is using 
Open Babel
A chemical toolbox designed to speak the many languages of chemical data.
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