Build logistic regression, neural network models for classification
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Jan 31, 2019
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shallow-neural-network
Here are 31 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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Dec 22, 2020 - C
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
Exploring "variability collapse" in shallow neural networks
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Jun 8, 2024 - Python
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
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Sep 24, 2024 - 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
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
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
study of scene classification with different MLP layer types
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Jan 29, 2024 - Python
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
Design of an one hidden layer neural network using numpy only,
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Jan 13, 2020 - Python
Using a shallow neural network in Retinopathy of Prematurity (ROP) image enhancement
python
neural-network
pytorch
artificial-intelligence
retinopathy
shallow-neural-network
retinopathy-of-prematurity
pytorch-lightning
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Jun 20, 2024 - Python
Implementation of DNN with Early Stopping from scratch in Python. Evaluation was done on two simple datasets (Blobs and Moons) and on one more challenging dataset (Fashion-MNIST).
python
logistic-regression
stochastic-gradient-descent
shallow-neural-network
deep-neural-network
fashion-mnist-dataset
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Sep 4, 2023 - Jupyter Notebook
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
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Mar 27, 2024 - Jupyter Notebook
A Python-based Machine Learning repository for the purpose of developing and testing a type of Shallow Deep Networks.
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Jul 26, 2020
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