Top 10 Python Libraries for Machine Learning

• Pandas

  152 38,564 10.0 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

  

  Website: https://pandas.pydata.org/ Github Repository: https://github.com/pandas-dev/pandas Developed By: Community Developed (Originally Authored by Wes McKinney) Primary Purpose: Data Analysis and Manipulation

• OpenCV

  71 69,290 9.7 C++

  Open Source Computer Vision Library

  

  Website: https://opencv.org/ Github Repository: https://github.com/opencv/opencv Developed By: initially by Intel Corporation Primary purpose: Only focuses on Computer Vision OpenCV

• InfluxDB

  www.influxdata.com

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  Access the most powerful time series database as a service. Ingest, store, & analyze all types of time series data in a fully-managed, purpose-built database. Keep data forever with low-cost storage and superior data compression.

  

• tensorflow

  69 175,354 10.0 C++

  An Open Source Machine Learning Framework for Everyone

  

  Website: https://www.tensorflow.org/ GitHub Repository: https://github.com/tensorflow/tensorflow Developed By: Google Brain Team Primary Purpose: Deep Neural Networks

• examples

  51 7,191 6.5 Jupyter Notebook

  TensorFlow examples (by tensorflow)

  

  Website: https://www.tensorflow.org/ GitHub Repository: https://github.com/tensorflow/tensorflow Developed By: Google Brain Team Primary Purpose: Deep Neural Networks

• NumPy

  93 23,706 9.9 Python

  The fundamental package for scientific computing with Python.

  

  Website: https://numpy.org/ Github Repository: https://github.com/numpy/numpy Developed By: Community Project (originally authored by Travis Oliphant) Primary purpose: General Purpose Array Processing

• scikit-learn

  33 54,461 9.9 Python

  scikit-learn: machine learning in Python

  

  Website: https://scikit-learn.org/ Github Repository: https://github.com/scikit-learn/scikit-learn Developed By: SkLearn.org Primary Purpose: Predictive Data Analysis and Data Modeling

• NLTK

  29 11,999 9.0 Python

  NLTK Source

  

  Website: https://www.nltk.org/ Github Repository:https://github.com/nltk/nltk Developed By: Team NLTK Primary Purpose: Natural Language Processing

• Sonar

  www.sonarsource.com

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  Write Clean Python Code. Always.. Sonar helps you commit clean code every time. With over 225 unique rules to find Python bugs, code smells & vulnerabilities, Sonar finds the issues while you focus on the work.

  

• Pytorch

  128 67,537 10.0 Python

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  

  Website: https://pytorch.org/ Github Repository: https://github.com/pytorch/pytorch Developed By: Facebook AI Research lab (FAIR) Primary purpose: Deep learning, Natural language Processing, and Computer Vision

• Keras

  21 58,547 9.8 Python

  Deep Learning for humans

  

  Website: https://keras.io/ Github Repository: https://github.com/keras-team/keras Developed By: various Developers, initially by Francois Chollet Primary purpose: Focused on Neural Networks

• mlpack

  0 4,421 9.7 C++

  mlpack: a fast, header-only C++ machine learning library

  

  Github Repository: https://github.com/mlpack/mlpack Developed By: Community, supported by Georgia Institute of technology Primary purpose: Multiple ML Models and Algorithms

• cheatsheets

  39 6,932 0.0 Python

  Official Matplotlib cheat sheets (by matplotlib)

  

  Website: https://matplotlib.org/ Github Repository: https://github.com/matplotlib/matplotlib Developed By: Micheal Droettboom, Community Primary purpose: Data Visualization

• matplotlib

  14 17,518 9.9 Python

  matplotlib: plotting with Python

  

  Website: https://matplotlib.org/ Github Repository: https://github.com/matplotlib/matplotlib Developed By: Micheal Droettboom, Community Primary purpose: Data Visualization

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