10

8

6

4

2


9.9

10.0
Pandas

9.7

9.9
NumPy

9.4

9.9
SciPy

9.4

10.0
SymPy

9.3

9.5
NetworkX

9.2

9.7
Dask

34 Science and Data Analysis packages and projects

  • Pandas

    9.9 10.0 L2 Python
    Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

  • NumPy

    9.7 9.9 L1 Python
    The fundamental package for scientific computing with Python.

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  • SciPy

    9.4 9.9 L2 Python
    SciPy library main repository

  • SymPy

    9.4 10.0 L2 Python
    A computer algebra system written in pure Python

  • NetworkX

    9.3 9.5 L3 Python
    Network Analysis in Python

  • Dask

    9.2 9.7 L2 Python
    Parallel computing with task scheduling

  • statsmodels

    9.1 9.5 L3 Python
    Statsmodels: statistical modeling and econometrics in Python

  • PyMC

    8.8 9.8 L4 Python
    Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

  • Numba

    8.8 9.9 L3 Python
    NumPy aware dynamic Python compiler using LLVM

  • astropy

    8.2 9.9 L2 Python
    Astronomy and astrophysics core library

  • Biopython

    8.2 9.2 L2 Python
    Official git repository for Biopython (originally converted from CVS)

  • orange

    8.0 9.5 L2 Python
    🍊 :bar_chart: :bulb: Orange: Interactive data analysis

  • blaze

    7.4 0.0 L4 Python
    NumPy and Pandas interface to Big Data

  • Interactive Parallel Computing with IPython

    7.4 9.2 L3 Jupyter Notebook
    IPython Parallel: Interactive Parallel Computing in Python

  • RDKit

    6.8 9.4 L1 HTML
    The official sources for the RDKit library

  • Cubes

    6.0 0.0 L3 Python
    Light-weight Python OLAP framework for multi-dimensional data analysis

  • Open Mining

    5.7 0.0 L3 Python
    Business Intelligence (BI) in Python, OLAP

  • bcbio-nextgen

    5.4 8.0 L3 Python
    Validated, scalable, community developed variant calling, RNA-seq and small RNA analysis

  • NIPY

    5.2 9.5 L3 Python
    Workflows and interfaces for neuroimaging packages

  • bcolz

    4.7 0.0 C
    A columnar data container that can be compressed.

  • bccb

    4.4 2.1 L4 Python
    Incubator for useful bioinformatics code, primarily in Python and R

  • Neupy

    4.4 0.0 L5 Python
    NeuPy is a Tensorflow based python library for prototyping and building neural networks

  • Bubbles

    3.6 0.0 L5 Python
    [NOT MAINTAINED] Bubbles – Python ETL framework

  • PyDy

    3.3 7.0 L3 Python
    Multibody dynamics tool kit.

  • signac

    2.2 8.5 Python
    Manage large and heterogeneous data spaces on the file system.

  • harold

    2.2 6.9 L2 Python
    An open-source systems and controls toolbox for Python3

  • LynxKite

    2.0 9.0 Scala
    The complete graph data science platform

  • PatZilla

    1.8 6.7 Python
    PatZilla is a modular patent information research platform and data integration toolkit with a modern user interface and access to multiple data sources.

  • Kotori

    1.7 7.3 Python
    A flexible data historian based on InfluxDB, Grafana, MQTT and more. Free, open, simple.

  • Terkin

    1.6 4.8 Python
    Terkin-Datalogger for MicroPython and CPython

  • cclib

    0.9
    A library for parsing and interpreting the results of computational chemistry packages.

  • ElasticBatch

    0.8 0.0 Python
    Elasticsearch tool for easily collecting and batch inserting Python data and pandas DataFrames

  • dask-memusage

    0.7 0.0 Python
    A low-impact 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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