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Python Packages

Name Focus
NumPy
scientific computing

- efficiency in manipulating large multidimensional arrays
- able to create arrays of arbitrary type
-array interface
Pandas
data analysis

- tool for preprocessing datasets
- data structures:
  Data Frames
  Series
SciPy scientific computing applications

- use as functions in NumPy
- provides complex algorithms
TensorFlow
machine learning projects

- tensor operations
Scikit-Learn predictive data analysis

machine learning
Keras
provides (a Python) interface for ANN (artificial neural networks)
PyTorch
machine learning framework

- computer vision
- natural language processing NLP
LightGBM
light gradient-boosting machine - for machine learning
Theano
mathematical expressions



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