https://github.com/moindalvs/neural_network_regression_gas_turbines

Predicting Turbine Energy Yield (TEY) using ambient variables as features.

activation-functions dropout-keras dropout-layers hyperparameter-optimization hyperparameter-tuning keras-neural-networks neural-networks neurons regression weights-and-biases

Last synced: 23 Apr 2025

https://github.com/ashishpatel26/regularization-collection-deeplearning

This is Collection of Regularization Deep learning techniques with code and paper

alphadropout deeplearning dropout dropout-keras dropout-probability dropout-pytorch l1-normalization l2normalization machinelearning regularization regularization-hyperparameters regularization-methods

Last synced: 13 Mar 2025

https://github.com/somjit101/mnist-classification-keras

A simple study on the use of Keras framework (with Tensorflow background) for a simple handwritten number image classification task with Deep Neural Networks.

adam-optimizer batch-normalization deep-learning dropout-keras grid-search hyperparameter-tuning image-classification keras mnist mnist-classification neural-network sgd-optimizer tensorflow

Last synced: 06 Mar 2025

https://github.com/akash1070/computer-vision

Building & Deploying Computer Vision Models

alexnet cnn-architecture cnn-keras covnets dropout-keras googlenet-inception-network lenet-5 lenet-architecture mnist-dataset mnist-fashion object-detection opencv-python pooling pycharm-ide transfer-learning vgg16 yolov5

Last synced: 20 Feb 2025

https://github.com/bhattbhavesh91/dropout-walkthrough

A repository to show how Dropout in Keras can Prevent Overfitting

dropout dropout-keras keras keras-neural-networks keras-tensorflow neural-networks overfitting

Last synced: 09 Mar 2025

https://github.com/kshitijshrivastava1903/neural_network_analysis_on_lending_club-dataset

Used tensorflow's neural network model to predict whether or not a person pays back a loan on the basis of his historical data and personal details of 3.9 lakh people like interest rate, employment details, address, etc.

deep-learning dropout-keras earlystopping keras-tensorflow matplotlib-pyplot neural-networks numpy pandas seaborn tensorflow-models

Last synced: 07 Apr 2025

https://github.com/trilokida/fake-news-classifier-lstm

dropout-keras embeddings fake-news-classification kaggle keras-classification-models nltk-library onehot-encoding porter-stemmer

Last synced: 06 Mar 2025

https://github.com/gustaminas/ai_primer---flatland

A project from the AI_primer course at Vilnius university.

cnn-keras data-augmentation data-mixup dropout-keras scikit-learn shape-classification

Last synced: 27 Mar 2025