Python, NumPy, scikit-learn, eli5 This function first applies PCA (Principal Component Analysis) to the input data and then uses PermutationImportance from the eli5 library to assess the importance of each feature after the PCA transformation. 2024-12-16 12:12:24 Python Function 5 views
PyNFC, NfcReader, Tag This function uses the PyNFC library to read a random NFC tag from an NFC reader. 2024-12-16 12:12:24 NFC Tag Reader 5 views
Alembic, SQLAlchemy This function uses Alembic and SQLAlchemy to add a new column to a specified database table. 2024-12-16 12:12:23 Function 5 views
Passlib This function uses the CryptContext from the Passlib library to generate a secure hash of the password, which is used for storing passwords securely. 2024-12-16 12:12:23 Password hash function 7 views
Crossbar, random, hashlib This function generates a random user agent string by combining a randomly generated part with its SHA256 hash to create a unique user agent. 2024-12-16 12:12:23 Function 21 views
NLTK Analyzes the frequency of words in a text and returns the most frequent word along with its frequency. 2024-12-16 12:12:23 Function 8 views
requests, JSON This function fetches a random greeting from an API and returns it. 2024-12-16 12:12:22 Function 6 views
Typer, random This function takes two arguments, the first is the lower bound of the random number, and the second is the upper bound (default is 100), then returns a random integer within this range. 2024-12-16 12:12:22 Function 31 views
matplotlib, numpy This function creates a scatter plot where the color of each point is chosen from the viridis color map based on its x value. 2024-12-16 12:12:22 Drawing function 6 views
Authlib, Flask This function creates an OAuth client using the Authlib library to interact with OAuth providers such as Google to obtain user authorization and access tokens. 2024-12-16 12:12:22 Function 8 views