Build logistic regression, neural network models for classification
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Jan 31, 2019
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shallow-neural-network
Here are 37 public repositories matching this topic...
[BMVC'23 Oral] Offical repository of "Rethinking Transfer Learning for Medical Image Classification"
computer-vision deep-learning medical-imaging image-classification transfer-learning shallow-neural-network deep-neural-network
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May 27, 2024 - Python
Source code for the numerical experiments presented in the paper "Greedy Shallow Networks: An Approach for Constructing and Training Neural Networks".
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Mar 10, 2022 - Python
In recent times, toxicological classification of chemical compounds is considered to be a grand challenge for pharma-ceutical and environment regulators. Advancement in machine learning techniques enabled efficient toxicity predic-tion pipelines. Random forests (RF), support vector machines (SVM) and deep neural networks (DNN) are often ap-plied…
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Jul 10, 2019 - Jupyter Notebook
Libreria didattica per la creazione, addestramento e test di reti neurali fino a tre strati in linguaggio C
c library libreria neuralnetworks shallow-neural-network clanguage perceptron-neural-networks reteneurale
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Jan 24, 2025 - C
[NeurReps 2024, TMLR 2025] Can Kernel Methods Explain How the Data Affects Neural Collapse?
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Apr 25, 2025 - Python
Predicting if a mushroom is edible or poisonous with a shallow neural network with Keras and TensorFlow 2.
neural-network nn sgd neural-networks classification mushrooms binary-classification keras-tensorflow mushroom shallow-neural-network tensorflow2
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Feb 16, 2023 - Jupyter Notebook
Notebooks of programming assignments of Neural Networks and Deep Learning course of deeplearning.ai on coursera in August-2019
deep-neural-networks deep-learning machine-learning-algorithms neural-networks logistic-regression coursera-machine-learning machine-learning-coursera coursera-assignment andrew-ng-course deeplearning-ai shallow-neural-network
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Aug 16, 2019 - Jupyter Notebook
This is a project that is derived from my capstone project targeted for cleaning of EEG signals and feature extraction followed by a custom made neural network and analysis of performance by the Network mainly for classifying the valence of an emotion.
python deep-neural-networks deep-learning eeg research-project capstone-project shallow-neural-network class-balanced-loss
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Jun 6, 2025 - Jupyter Notebook
In this project, we propose a cervical cancer detection and classification system using CNNs . We employ transfer learning and fine-tuning for enhanced performance. Classifiers like ELM and AE are added to increase the efficiency.
machine-learning deep-learning elm-architecture ae cnn-architecture cnn-classification shallow-neural-network caffenet vgg16-model
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Jun 8, 2024 - Python
Deep learning Specialization on Coursera
deep-neural-networks neural-network coursera recurrent-neural-networks logistic-regression convolutional-neural-networks sequence-models deeplearning-ai shallow-neural-network
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Nov 6, 2020 - Jupyter Notebook
Logistic Regression Implementations - ML, Shallow NN and Enhanced Deep Neural Network for Structured and Unstructured Data Classification
logistic-regression stochastic-gradient-descent machine-learning-classification shallow-neural-network deep-neural-network image-net backpropagation-momentum
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Mar 1, 2022 - Jupyter Notebook
Human Data Analytics (Optional Project)
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Oct 16, 2023 - Jupyter Notebook
Comparative Analysis of Activation Functions in Shallow Neural Networks for Multi-Class Image Classification Using MNIST Digits and CIFAR-10 Datasets with Fixed Architectural Parameters
python machine-learning deep-learning experimental image-classification shallow-neural-network colab-notebook activation-function
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Apr 22, 2024 - Jupyter Notebook
High-throughput detection and enumeration of tumor cells in blood using Digital Holographic Microscopy (DHM) and Deep Learning.
automation deep-learning matlab end-to-end image-classification convolutional-neural-networks transfer-learning image-analysis microfluidics cancer-research computational-imaging fluorescence-microscopy-imaging 3d-imaging shallow-neural-network digital-holographic-microscopy high-throughput-screening
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Jan 20, 2024 - MATLAB
A shallow CNN model that is trained on X-ray chest images with preprocessing step of adaptive histogram equalization.
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May 22, 2025 - Python
study of scene classification with different MLP layer types
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Jan 29, 2024 - Python
Car Price Prediction is a machine learning project aimed at developing a model that can predict the selling price of used cars based on various features or attributes.
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Aug 4, 2023 - Jupyter Notebook
Challenge of shallow neural network approximation with one-dimensional input.
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May 31, 2022 - Python
Design of an one hidden layer neural network using numpy only,
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Jan 13, 2020 - Python
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