Python is a high-level, general-purpose programming language known for its readability and simplicity. Learn the features, applications, and advantages of Python.
Scikit-learn is an open source data analysis library, and the gold standard for Machine Learning (ML) in the Python ecosystem. Key concepts and features include: Algorithmic decision-making methods, including: Classification:identifying and categorizing data based on patterns. ...
as a backend to the Python program for storage, retrieval, and processing of data. The standard distribution of Python contains the Tkinter GUI toolkit, which is the implementation of a popular GUI library called Tcl/Tk. An attractive GUI can be constructed using Tkinter. Many other GUI ...
Folium: Python data for maps Folium is a powerful Python library that visualizes data manipulated in Python on maps with choropleth visualizations and Vincent/Vega markers. ETE Toolkit for tree analysis and visualization The ETE toolkit provides Python-based tools for automated manipulation, analysis...
SciPy. NumPy is regularly applied in a wide range of use cases including the following: Data manipulation and analysis.NumPy can be used for data cleaning, transformation and aggregation. The data can then be readily processed through varied NumPy mathematical operations such as statistical analysis,...
and libraries that are popular among developers. Some of the most popular python libraries include Django, Flask, and Bottle. These libraries make it easy to develop web applications. In addition, python’s scientific computing libraries, such as NumPy and SciPy, are widely used in data science...
The SciPy library is built to work with NumPy arrays, and provides many user-friendly and efficient numerical routines for numerical integration and optimisation. Open the Synaptic Package Manager and install the python-numpy and python-scipy packages. Now that we have NumPy and SciPy installed, ...
Theano is an open source project that was developed by the MILA group at the University of Montreal, Quebec, Canada. It was the first widely used Framework. It is a Python library that helps in multi-dimensional arrays for mathematical operations using Numpy or Scipy. Theano can use GPUs for...
Numerical Python. It is used for different types of scientific operations in python. Numpy is a vast library in python which is used for almost every kind of scientific or mathematical operation. It is itself an array which is a collection of various methods and functions for processing the ...
The syntax of Python is so simple so that the increase in readability reduces the cost of maintenance. It supports modularity and packages which allow code reuse. Its extensive library is free of cost for many platforms. As there is no compilation step here, the edit – test – debug steps...