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File types
pyntree currently supports a plethora of file types, all of which can be encrypted: Pickle (defa...
Configuring Distance Metric
Configuring Distance Metric for KNN Function Signature def config_distance(self, distance): ...
Retrieving Nearest Neighbors
Retrieving Nearest Neighbors with KNN Function Signature def classify_neighbors(self, query_p...
Calculating Classification Probability
Calculating Classification Probability with KNN Function Signature def classify_probability(s...
Classifying a Query Point
Classifying a Query Point with KNN Function Signature def classify(self, query_point): Par...
Store Data in KNN
Storing Values in KNN Classifier Function Signature def store_vals(self, x_values, y_values, ...
Instant classifier
Instant Classifier Function Function Signature def instant_classifier(self, x_vals, y_vals,...
Loading a Model
Function Signature def load(self, file_location: str) -> None: Parameters file_locatio...
Saving a Model
Function Signature def save(self, file_location: str) -> None: Parameters file_locatio...
Sine Regression
Module: deeprai.models.regression.sine_regression Class: SineRegression A class representatio...
Poly Regression
Module: deeprai.models.regression.poly_regression Class: PolyRegression A class representatio...
Linear Regression
Module: deeprai.models.regression.linear_regression This module introduces a simple Linear Regre...
Toolkit
Module: deeprai.tools.toolkit This module provides a collection of utility functions designed fo...
Noise
Module: deeprai.tools.noise This module provides a set of classes for introducing different type...
Positional Embedding
Function Signature def embed_position(sequence: np.ndarray) -> np.ndarray: Parameters ...
Word Vecrotization
Module Import: from deeprai.embedding import word_vectorize Class Definition: class Wo...
The where() method
Syntax: Node.where(**kwargs) Let's say you have a lot of users, sorted by IDs. Now, you want ...
Node representation
Syntax: str(Node) # or repr(Node) str(Node) will return a string representation of the da...
Getting the children
Syntax: Node._children The ._children property returns a list of Node objects (the children o...
Converting back to a dictionary
Syntax: dict(Node) This is pretty straightforward, as shown above. The command will make a ne...