A Windows Forms that displays a segment of a linear function provided by the user.
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Mar 27, 2024 - C#
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linear-function
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An abstract implementation of a Multilayered Perceptron (Multilayered Feedforward Neural Network). Provides a well-documented API which exposes a wrapper around the whole process (all the way from network config, to modelling, to training and predicting). Built in Python.
machine-learning
neural-network
feedforward-neural-network
perceptron
gradient-descent
backpropagation
sigmoid-function
linear-function
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Aug 27, 2021 - Python
Random number generator G-Cloud function. Random numbers are transformed from uniform to using a linear function.
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Mar 12, 2021 - JavaScript
Implementation of necessary supervised machine learning algorithms for regression and classification.
machine-learning
numpy
linear-regression
scikit-learn
classification
logistic-regression
matplotlib
gradient-descent
vectorization
feature-engineering
regression-models
feature-scaling
cost-function
sigmoid-function
classification-models
linear-function
regularization-to-avoid-overfitting
logistic-loss
squared-error-cost-function
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Jul 31, 2024 - Jupyter Notebook
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