10

8

6

4

2


9.8

10.0

9.7

9.9

9.4

9.9

9.4

9.9

9.3

9.4

9.1

9.2

34 Science and Data Analysis packages and projects

  • Pandas

    9.8 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.
  • Scout APM uses tracing logic that ties bottlenecks to source code so you know the exact line of code causing performance issues and can get back to building a great product faster.
    Sponsored scoutapm.com
  • SciPy

    9.4 9.9 L2 Python
    Scipy library main repository
  • SymPy

    9.4 9.9 L2 Python
    A computer algebra system written in pure Python
  • NetworkX

    9.3 9.4 L3 Python
    Network Analysis in Python
  • statsmodels

    9.1 9.2 L3 Python
    Statsmodels: statistical modeling and econometrics in Python
  • Dask

    9.1 9.6 L2 Python
    Parallel computing with task scheduling
  • PyMC

    8.8 9.0 L4 Python
    Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
  • Numba

    8.7 9.9 L3 Python
    NumPy aware dynamic Python compiler using LLVM
  • astropy

    8.1 9.9 L2 Python
    Repository for the Astropy core package
  • Biopython

    8.1 9.4 L2 Python
    Official git repository for Biopython (originally converted from CVS)
  • orange

    7.7 9.7 L2 Python
    ๐ŸŠ :bar_chart: :bulb: Orange: Interactive data analysis
  • blaze

    7.5 0.0 L4 Python
    NumPy and Pandas interface to Big Data
  • Interactive Parallel Computing with IPython

    7.3 7.8 L3 Python
    Interactive Parallel Computing in Python
  • RDKit

    6.4 9.4 L1 HTML
    The official sources for the RDKit library
  • Cubes

    6.2 0.0 L3 Python
    Light-weight Python OLAP framework for multi-dimensional data analysis
  • Open Mining

    5.8 0.0 L3 Python
    Business Intelligence (BI) in Python, OLAP
  • bcbio-nextgen

    5.5 9.1 L3 Python
    Validated, scalable, community developed variant calling, RNA-seq and small RNA analysis
  • NIPY

    5.3 7.9 L3 Python
    Workflows and interfaces for neuroimaging packages
  • bcolz

    4.8 0.3 C
    A columnar data container that can be compressed.
  • bccb

    4.5 0.0 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

    3.7 0.0 L5 Python
    [NOT MAINTAINED] Bubbles โ€“ Python ETL framework
  • PyDy

    3.2 7.4 L3 Python
    Multibody dynamics tool kit.
  • harold

    2.1 1.9 L2 Python
    An open-source systems and controls toolbox for Python3
  • signac

    1.8 8.7 Python
    Manage large and heterogeneous data spaces on the file system.
  • LynxKite

    1.6 0.0 Scala
    The complete graph data science platform
  • PatZilla

    1.6 0.0 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

    1.5 6.7 Python
    A flexible data historian based on InfluxDB, Grafana, MQTT and more. Free, open, simple.
  • Terkin

    1.4 1.8 Python
    Terkin-Datalogger for MicroPython and CPython
  • cclib

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

    0.7 0.0 Python
    Elasticsearch tool for easily collecting and batch inserting Python data and pandas DataFrames
  • dask-memusage

    0.7 1.9 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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