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Python Numpy Functions

Collection of Python Numpy Functions and Methods

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Collection of Python Numpy Functions and Methods

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NumPy numpy.dot FunctionThe numpy.dot() Function calculates the dot product of two input arraysNumPy numpy.loadtxt() FunctionThe numpy.loadtxt() function loads data from text file.NumPy numpy.median FunctionThe numpy.median() Function calculates the median of values of a given numpy array over the specified axis.NumPy numpy.meshgrid FunctionThe numpy.meshgrid() Function creates a rectangular grid from given input arrays.NumPy numpy.random.rand() FunctionThe numpy.random.rand() function generates an array of specified shape with random values.Python NumPy numpy.concatenate() FunctionThe Python numpy.concatenate() function concatenates multiple arrays over a specified axis.Python NumPy numpy.histogram() FunctionThe Python numpy.histogram() function generates the values of a histogram.Python NumPy numpy.linalg.norm() FunctionThe Python numpy.linalg.norm() function finds the value of matrix norm or vector norm.Python NumPy numpy.shape() FunctionThe Python numpy.shape() function finds the shape of an array.Python NumPy numpy.sort() FunctionThe Python numpy.sort() function sorts an array.Python Numpy transpose() FunctionThe numpy.transpose() function reverses the axes of input array.Python numpy.argmax()The numpy.argmax() function returns the indices of values with the highest values in the given NumPy array.Python numpy.average() FunctionThis tutorial discusses the numpy.average() function and how it can be implemented in Python with the help of the NumPy library.Python Numpy.linalg.inv() - Inverse MatrixPython numpy.linalg.inv() function computes the inverse of the given matrix.Python Numpy.log() - LogarithmPython numpy.log() function computes the natural logarithm of a numpy array. numpy.log2() and numpy.log10() calculate the logarithm with base 2 and 10.Python Numpy.mean() - Arithmetic MeanThe numpy.mean() function computes the arithmetic mean of an array along the specified axis.Python Numpy.pad FunctionThis tutorial demonstrates how to use the numpy.pad function in PythonPython Numpy.sqrt() - Square RootPython numpy.sqrt() function computes the square root of a numpy array.Python Numpy.square() - SquarePython numpy.square() function computes the square of a numpy array.Python Numpy.std() - Standard Deviation FunctionThe numpy std() function checks and computes the standard deviation of data in an array along the specified axis.Python numpy.unique() FunctionThe numpy.unique() function retrieves all the unique values in the given NumPy array and sorts these unique values.Python Numpy.where() FunctionThe numpy where() function checks elements in an input array and generates output as per the condition specified.