mnist-dataset
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Training SVM models using gradient descent with a learning rate to classify numbers (4 vs 9).
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Feb 7, 2018 - Python
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Apr 20, 2018 - C++
Digit recognition fully-connected neural network using the MNIST dataset, with support for batch and stochastic descent.
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Oct 23, 2019 - C#
Demonstration of simple handwritten digit recognition using a neural network in Python. Based on a book by Tariq Rashid. The neural network is able to decipher greyscale 28 x 28 pictures of numerical digits 0-9 with a very high success rate. It uses MNIST data for training and testing but can also be used with other similar data.
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Aug 26, 2020 - Python
From scratch C++ Neural Network based on MNIST dataset using templated Tensors with SIMD intrinsics
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Nov 15, 2023 - C++
Homework assignments from the course, Data Mining. Topics covered include: data warehousing, Apriori - market basket analysis, decision trees, supervised learning algorithms, and unsupervised learning algorithms.
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Jan 27, 2021 - Python
Handwritten Digit Recognition using Convolutional Neural Networks
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Nov 4, 2020 - Jupyter Notebook
This is a project about prediction of numeric value of digit based on the image of a digit.
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Jun 3, 2021 - Jupyter Notebook
Digit recognition using MNIST dataset.
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Sep 19, 2021 - Jupyter Notebook
Handwritten digit recognition using Logistic Regression
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Oct 14, 2021 - Jupyter Notebook
Implemented PCA algorithm from scratch on MNIST Dataset. Visualizing the reconstructed images made and comparing them with the original image. Visualizing the residual images by subtracting the reconstructed image from the original image (for different values of Principal components). Finding the reconstruction error (pixel-wise root-mean-square…
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Aug 12, 2022 - Python
Comparsion of Machine Learning optimization algorithms with MNIST dataset
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May 26, 2022 - Jupyter Notebook
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Mar 24, 2022 - Jupyter Notebook
Console application written in C++ in Visual Studio 2010. It uses tensorflow C API to learn from MNIST handwritten 60000 image databaseand then predict 10000 images category.
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Aug 2, 2022 - C
This repository incorporates different simple CNN implementations into different datasets that can be found from Keras datasets
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Apr 8, 2023 - Jupyter Notebook
TensorFlow Keras implementation of an MNIST autoencoder model
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Sep 20, 2023 - Jupyter Notebook
The project contains the implementation of an AutoEncoder using the MNIST Dataset.
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Dec 31, 2023 - Jupyter Notebook
This is my analysis of ANNs and CNNs classification capabilities using MNIST dataset.
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Jan 8, 2024 - Jupyter Notebook
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