regularization
Here are 644 public repositories matching this topic...
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Feb 16, 2018 - MATLAB
Built classifiers using logistic regression and decision trees to classify product reviews and used machine learning techniques such as boosting, precision and recall, and stochastic gradient descent for optimization in Python
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Jul 1, 2018 - Jupyter Notebook
Learning Maching learning through Octave and Matlab
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Jul 23, 2018 - MATLAB
Implementation of Shake-Shake regularization in Chainer
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Jan 12, 2019 - Jupyter Notebook
Train VGG11 on MNIST with observation and improvement
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Apr 22, 2019 - Python
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Mar 10, 2019 - Jupyter Notebook
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Sep 9, 2020 - Jupyter Notebook
CutOut data augmentation
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Apr 20, 2021 - Jupyter Notebook
This is a TensorFlow implementation of the following paper: DropBlock: A regularization method for convolutional networks
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Mar 19, 2021 - Python
My Linear Regression Algorithm with Vectorization and Regularization
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Aug 12, 2021 - Jupyter Notebook
With OCTAVE - details in ex2.pdf in the repo.
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Dec 28, 2021 - MATLAB
This project aims to use the regularised regression models such as lasso regression, ridge regression, and elastic nets to identify the variables that predict whether a basketball player will play more than five seasons in the NBA. See details in Project memo.pdf
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Aug 7, 2022 - R
Handwritten Digit Recognition - Neural Network - minimizing the cost function (Backpropagation) ---- OCTAVE ----- the exercise details are in ex4.pdf in the repo.
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Jan 4, 2022 - MATLAB
Predict Controller-input of Auto-pilot using Linear Regression with Polynomial Features and apply Regularization.
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Oct 7, 2023 - Jupyter Notebook
Programming assignments for all courses in Deep Learning Specialization offered by DeepLearning.AI.
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Sep 5, 2023 - Jupyter Notebook
[IEEE Access 2022] Revisiting Orthogonality Regularization: A Study for Convolutional Neural Networks in Image Classification
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Dec 27, 2022 - Jupyter Notebook
Simple self-written ANN powered by NumPy to classify handwritten digits of the famous MNIST Dataset. ✍️
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Sep 15, 2021 - Jupyter Notebook
A ML:Logistic Regression algorithm with Regularization about "Detect microchips have passed QA or not" problem written with Python 3.10
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Jul 1, 2023 - Python
“Disparitybased space-variant image deblurring,” Signal Processing: Image Communication, vol. 28, no. 7, pp. 792–808, 2013.
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May 19, 2020
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