10

8

6

4

2


9.8

9.9

9.6

9.7

9.5

9.8

9.3

9.9

9.2

9.7

9.0

8.8

28 Science and Data Analysis packages and projects

  • Pandas

    9.8 9.9 L2 Python
    A library providing high-performance, easy-to-use data structures and data analysis tools.
  • Airflow

    9.6 9.7 Python
    Apache Airflow (Incubating)
  • NumPy

    9.5 9.8 L1 C
    A fundamental package for scientific computing with Python.
  • SymPy

    9.3 9.9 L2 Python
    A Python library for symbolic mathematics.
  • SciPy

    9.2 9.7 L2 Python
    A Python-based ecosystem of open-source software for mathematics, science, and engineering.
  • NetworkX

    9.0 8.8 L3 Python
    A high-productivity software for complex networks.
  • statsmodels

    8.7 9.6 L3 Python
    Statistical modeling and econometrics in Python.
  • PyMC

    8.6 9.5 L4 Python
    Markov Chain Monte Carlo sampling toolkit.
  • Numba

    8.1 9.7 L3 Python
    Python JIT (just in time) compiler to LLVM aimed at scientific Python by the developers of Cython and NumPy.
  • Dask

    8.1 9.4 L2 Python
    Versatile parallel programming with task scheduling
  • astropy

    7.9 9.8 L2 Python
    A community Python library for Astronomy.
  • blaze

    7.8 2.1 L4 Python
    NumPy and Pandas interface to Big Data.
  • Biopython

    7.6 9.5 L2 Python
    Biopython is a set of freely available tools for biological computation.
  • orange

    7.0 9.5 L2 Python
    Data mining, data visualization, analysis and machine learning through visual programming or Python scripting.
  • Cubes

    6.2 0.0 L3 Python
    Light-weight Python OLAP framework for multi-dimensional data analysis
  • Interactive Parallel Computing with IPython

    6.1 7.5 L3 Python
    Interactive Parallel Computing in Python
  • Open Mining

    5.5 0.0 L3 Python
    Business Intelligence (BI) in Python (Pandas web interface)
  • bcbio-nextgen

    5.3 9.6 L3 Python
    A toolkit providing best-practice pipelines for fully automated high throughput sequencing analysis.
  • NIPY

    4.9 9.8 L3 Python
    A collection of neuroimaging toolkits.
  • bcolz

    4.7 7.0 Jupyter Notebook
    A columnar data container that can be compressed.
  • RDKit

    4.5 9.2 L1 C++
    Cheminformatics and Machine Learning Software.
  • bccb

    4.3 5.7 L4 Python
    Collection of useful code related to biological analysis.
  • Neupy

    3.9 7.6 L5 Python
    Running and testing different Artificial Neural Networks algorithms.
  • Bubbles

    3.6 0.0 L5 Python
    A Python ETL framework
  • PyDy

    2.6 0.0 L3 Python
    Short for Python Dynamics, used to assist with workflow in the modeling of dynamic motion based around NumPy, SciPy, IPython, and matplotlib.
  • harold

    1.4 8.2 L2 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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