10

8

6

4

2


9.7

9.8

9.4

9.5

9.3

9.8

9.2

9.7

8.7

8.1

8.5

9.3

27 Science and Data Analysis packages and projects

  • Pandas

    9.7 9.8 F Python
    A library providing high-performance, easy-to-use data structures and data analysis tools.
  • NumPy

    9.4 9.5 F C
    A fundamental package for scientific computing with Python.
  • SymPy

    9.3 9.8 F Python
    A Python library for symbolic mathematics.
  • SciPy

    9.2 9.7 F Python
    A Python-based ecosystem of open-source software for mathematics, science, and engineering.
  • NetworkX

    8.7 8.1 D Python
    A high-productivity software for complex networks.
  • statsmodels

    8.5 9.3 F Python
    Statistical modeling and econometrics in Python.
  • PyMC

    8.1 9.6 B Python
    Markov Chain Monte Carlo sampling toolkit.
  • Numba

    7.8 9.4 F Python
    Python JIT (just in time) compiler to LLVM aimed at scientific Python by the developers of Cython and NumPy.
  • astropy

    7.7 9.8 F Python
    A community Python library for Astronomy.
  • blaze

    7.7 7.7 C Python
    NumPy and Pandas interface to Big Data.
  • Biopython

    7.4 9.5 F Python
    Biopython is a set of freely available tools for biological computation.
  • Dask

    7.2 9.4 F Python
    Versatile parallel programming with task scheduling
  • Cubes

    6.3 5.0 D Python
    Light-weight Python OLAP framework for multi-dimensional data analysis
  • orange

    5.9 9.9 F Python
    Data mining, data visualization, analysis and machine learning through visual programming or Python scripting.
  • Open Mining

    5.4 1.6 F Python
    Business Intelligence (BI) in Python (Pandas web interface)
  • bcbio-nextgen

    5.1 9.6 D Python
    A toolkit providing best-practice pipelines for fully automated high throughput sequencing analysis.
  • Interactive Parallel Computing with IPython

    4.8 7.4 D Python
    Interactive Parallel Computing in Python
  • NIPY

    4.5 9.8 F Python
    A collection of neuroimaging toolkits.
  • bccb

    4.4 3.3 C Python
    Collection of useful code related to biological analysis.
  • bcolz

    4.2 7.0 Jupyter Notebook
    A columnar data container that can be compressed.
  • RDKit

    4.0 9.1 F C++
    Cheminformatics and Machine Learning Software.
  • Bubbles

    3.8 0.0 A Python
    A Python ETL framework
  • Neupy

    3.6 9.2 A Python
    Running and testing different Artificial Neural Networks algorithms.
  • PyDy

    2.4 2.5 D Python
    Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib.
  • harold

    1.0 6.8 F Python
    An MIT licensed systems and controls toolbox for Python.
  • cclib

    0.9 2.1
    A library for parsing and interpreting the results of computational chemistry packages.
  • Open Babel

    - -
    A chemical toolbox designed to speak the many languages of chemical data.

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