NumPy Norm: Understanding np.linalg.norm()
2021-01-08You can calculate the L1 and L2 norms of a vector or the Frobenius norm of a matrix in NumPy with np.linalg.norm(). This post explains the API and gives a few concrete usage examples.
Scientific Notation in Python and NumPy
2021-01-04Using and suppressing scientific notation in Python and NumPy.
NumPy Tile: Understanding np.tile()
2021-01-02The unofficial guide to np.tile() with examples.
Failed to Load the Native TensorFlow Runtime: The Unofficial Troubleshooting Guide
2021-01-02Sometimes TensorFlow will seem to be installed correctly with pip only to fail when you try to import the package with the message…
NumPy Square: Understanding np.square()
2021-01-01You can get the element-wise square of an input with np.square(). This is not exactly the same as x**2.
Generate Random Uniform Numbers in NumPy
2021-01-01The unofficial guide to np.random.uniform()
Sorting a List of Tuples in Python
2020-12-31The best way to sort a list of tuples in Python.
No Module Named TensorFlow: The Unofficial Troubleshooting Guide
2020-12-31A troubleshooting guide for one of the more frustrating TensorFlow exceptions: the dreaded ModuleNotFoundError.
The Keras Dense Layer
2020-12-31The Keras dense layer can be a little confusing. This post will give you everything you need to start using it.
The NumPy Square Root Operation
2020-12-30Everything you ever wanted to know about the numpy square root operation…