shallow-neural-network

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Here are 31 public repositories matching this topic...

SSQ / Coursera-Ng-Neural-Networks-and-Deep-Learning

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Build logistic regression, neural network models for classification

python logistic-regression shallow-neural-network deep-neural-network

Updated Jan 31, 2019

PL97 / TTL

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[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

Updated May 27, 2024
Python

sukiboo / sgn

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Source code for the numerical experiments presented in the paper "Greedy Shallow Networks: An Approach for Constructing and Training Neural Networks".

supervised-learning greedy-algorithms shallow-neural-network

Updated 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…

deep-neural-networks jupyter-notebook shallow-neural-network 2d-chemical-descriptors

Updated Jul 10, 2019
Jupyter Notebook

francescosisini / ReLe

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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

Updated Dec 22, 2020
C

Subangkar / Neural-Networks-and-Deep-Learning-deeplearning.ai-Coursera-Assignments

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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

Updated Aug 16, 2019
Jupyter Notebook

kvignesh1420 / shallow_nc1

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Exploring "variability collapse" in shallow neural networks

kernel-methods shallow-neural-network neural-collapse adaptive-kernels

Updated Jun 8, 2024
Python

omidnaeej / Bio-Inspired-Computing

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Projects of "Bio Inspired Computing" Course - University of Tehran - Spring 2024

genetic-algorithm recurrent-neural-networks lstm curve-fitting autoencoder image-captioning convolutional-neural-networks transfer-learning simulated-annealing ant-colony-optimization multi-layer-perceptron particle-swarm-optimization quadratic-assignment-problem set-covering-problem travelling-salesman-problem mnist-handwriting-recognition shallow-neural-network memetic-algorithm

Updated Sep 24, 2024
Jupyter Notebook

Xage0424 / Comparative-Analysis-of-Activation-Functions-in-Shallow-Neural-Networks-for-Multi-Class-Image

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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

Updated Apr 22, 2024
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Baha2rM98 / Chest-Xray

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Human Data Analytics (Optional Project)

deep-learning classification densenet deep-convolutional-networks resnet-50 shallow-neural-network

Updated Oct 16, 2023
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lexust1 / deep_learning_dl_coursera

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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

Updated Nov 6, 2020
Jupyter Notebook

Kalyani011 / DeepLearning-Logistic_Regression

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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

Updated Mar 1, 2022
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simonefinelli / Mushrooms

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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

Updated Feb 16, 2023
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Jaysontian / scenic-v2

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study of scene classification with different MLP layer types

image-classification shallow-neural-network

Updated Jan 29, 2024
Python

Almas105 / Cervical_Cancer_Detection_Using_Deep_Learning_Techniques

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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

Updated Jun 8, 2024
Python

MylieMudaliyar / Credit-Card-Fraud-Detection

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Credit Fraud Detection of a highly imbalanced dataset of 280k transactions. Multiple ML algorithms(LogisticReg, ShallowNeuralNetwork, RandomForest, SVM, GradientBoosting) are compared for prediction purposes.

data-science machine-learning-algorithms logistic-regression gradient-boosting-classifier imbalanced-data support-vector-classifier random-forest-classifier shallow-neural-network under-sampling