keras-tuner

There are 2 repositories under keras-tuner topic.

rickiepark / deep-learning-with-python-2nd
<케라스 창시자에게 배우는 딥러닝 2판> 도서의 코드 저장소
cnn deep-learning gan image-classification image-style-transfer keras neural-network rnn tensorflow text-classification text-generation transformer image-augmentation image-segmentation keras-tuner machine-translation mixed-precision multi-gpu tpu time-series
Language:Jupyter Notebook 52
kerastuneR
EagerAI / kerastuneR
R interface to Keras Tuner
keras tensorflow r keras-tuner hyperparameter-tuning trial hypertuning
Language:R 32
rickiepark / aiml4coders
<개발자를 위한 머신러닝&딥러닝> 도서의 코드 저장소
deep-learning machine-learning python tensorflow keras cnn transfer-learning keras-tuner model-deployment rnn tensorflow-js tensorflow-lite tensorflow-serving text-classification text-generation tf-data time-series-analysis word-embeddings
Language:Jupyter Notebook 17
tokusumi / kerastuner-tensorboard-logger
Simple integration of keras-tuner (hyperparameter tuning) and tensorboard dashboard (interactive visualization).
keras-tuner tensorboard
Language:Python 10
giuseppegrieco / keras-tuner-cv
Extension for keras tuner that adds a set of classes to implement cross validation techniques.
keras keras-tuner keras-tuner-cross-validation cross-validation
Language:Python 5
apethani21 / cauca-network-classification
Training neural networks to classify network traffic by L7 protocol.
keras-tensorflow keras-tuner tensorboard yellowbrick
Language:Jupyter Notebook 4
easonlai / pneumonia_classification_challenge_databricks
This is sample repos for how to use Keras Tuner to perform hyper-parameter tuning in Databricks.
keras keras-tensorflow keras-neural-networks keras-classification-models keras-tuner hyperparameter-optimization hyperparameter-tuning databricks data-science machine-learning convolutional-neural-networks cnn-keras pneumonia-classification resnet-50 neural-network
Language:Jupyter Notebook 4
swap-253 / Twitter-US-Airline-Sentiment-Analysis
In this repository I have utilised 6 different NLP Models to predict the sentiments of the user as per the twitter reviews on airline. The dataset is Twitter US Airline Sentiment. The best models each from ML and DL have been deployed. It employs text preprocessing,
sentiment-analysis dense-layers airline-sentiment lstm multinomial-naive-bayes knn-classification random-forest-classifier artificial-neural-networks lstm-sentiment-analysis bidirectional-lstm deep-learning hyperparameter-tuning keras-tensorflow tensorflow keras-tuner deployment flask-application
Language:Jupyter Notebook 4
AhmedIssa11 / Forecasting-of-Forex-Market-Based-on-Deep-Learning-and-Hyperparameters-Optimization
Using Hybrid model based on LSTM we predict the daily closing price of the index based on the historical data available. Using KerasTuner These models were trained, and automatically evaluating different components and design decisions, and their results were measured. Finally, we analyzed and clustered our results in order to know the characteristics of each cluster.
clustering forex-prediction graduation-project hyperparameter-optimization keras-tuner lstm stock-price-prediction time-series
3
SmithaUpadhyaya / fashion_recommendation_system
Recommender systems became one of the essential areas in the machine learning field. Product recommendations are key to enhance customer exeperiance and help them to find the right product from huge corpus of products. When customer find the right product that are mostly like going to add the item to cart and which help in company revenue.
deep-learning feast keras keras-tuner recommender-system tensorflow streamlit python3 lightgbm image
Language:Jupyter Notebook 3
fabiod20 / image-processing-for-computer-vision
Final project of "Image Processing for Computer Vision" course.
image-processing computer-vision instance-segmentation cityscapes mask-rcnn tensorflow keras-tuner
Language:Jupyter Notebook 2
ferneutron / keras-tuner
This repository contains demo implementations for using keras tuner to tune hyperparameters of models in keras and scikitlearn. Additionally, it includes how to generate the visualization in Tensorboard.
hyperparameter-tuning keras keras-tuner machine-learning optimization scikit-learn
Language:Python 2
NeonOstrich / Predicting-Autism-with-Machine-Learning
Development and comparison of 12 machine learning models to predict autism as well as a discussion of the process.
decision-tree-classifier jupyter-notebook keras-tuner logistic-regression-classifier neural-network random-forest-classifier support-vector-classifier tableau
Language:Jupyter Notebook 2
X-Ray_Bone_Classifier
b-tao / X-Ray_Bone_Classifier
Convolutional Neural Network Architecture to classify Bone Fractures from X-Ray Images
jupyter-notebook keras keras-neural-networks machine-learning deep-learning keras-layer keras-models keras-tuner keras-visualization x-ray x-ray-images x-ray-imaging x-rays
Language:Jupyter Notebook 1
Billie-LS / DeepL_Adventure_Angels
Deep Learning model for predicting success of venture capital recipients
data-science deep-neural-networks tensorflow keras keras-layer keras-tuner tensorflow-keras
Language:Jupyter Notebook 1
codejack-CR / Social-Network-Ads
A small project using Keras and Keras Auto-Tuner API to build a logistic regression model to predict whether a user will purchase an item or not based on historic user data on Age, Gender, Salary and Purchase Status
logistic-regression artificial-neural-networks keras keras-tuner
Language:Jupyter Notebook 1
Hamim-Hussain / To-Graduate-Or-Not-To-Graduate
Our project leverages Python, pandas, Tableau, and machine learning techniques to analyse and predict student outcomes in higher education. Using a comprehensive dataset, we employ data preprocessing, visualisation with Tableau, and advanced machine learning models built with Python to uncover insights into graduation rates and factors influencing
api csv-import csv-parser data-cleaning deep-learning eda etl keras-tuner machine-learning mapping pandas pandas-dataframe predictive-modeling pycaret-library python sklearn supervised-learning tableau testing visualization
Language:Jupyter Notebook 1
NeonOstrich / Neural-Network-Analysis-of-Corporate-Funding-Allocation
Analysis of over 34,000 businesses that received funding, to generate 184 Neural Network algorithm to predict effective allocation of funding.
keras-tuner neural-network neural-network-optimization tensorflow
Language:Jupyter Notebook 1
Pawkooo13 / Titanic
Preprocessing data and building some models to predict passengers survival chances.
keras matplotlib python scikit-learn classification pandas gridsearch-crossvalidation keras-tuner
Language:Jupyter Notebook 1
srikarpadaliya / Weather-Prediction
Predicts weather of your city on the basis of input paramters provided.
flask keras-tuner neural-network pandas sklearn
Language:HTML 1
BharatGuturi / Alphabet-Soup-Charity-Deep-Learning
Using the features in the provided dataset, creating a binary classifier that can predict whether applicants will be successful if funded by Alphabet Soup.
colab-notebook crossentropyloss deep-learning keras-neural-networks keras-tuner leaky-relu pandas sigmoid sklearn standardscaler tensorflow
Language:Jupyter Notebook 0
twitter-sentiment-analysis
david-monte / twitter-sentiment-analysis
Análise de Sentimentos para o Twitter no contexto da campanha presidencial brasileira de 2022. Dashboard disponível em:
data-science data-visualization keras-neural-networks keras-tuner machine-learning nlp-machine-learning nltk-python sentiment-analysis sentiment-classification sklearn tableau tensorflow text-mining
Language:Jupyter Notebook 0
emaynard10 / Neural_network_charity_analysis
Exploring machine learning with nueral networks for a charity analysis. Adjusting the model to try and improve accuracy to predict which projects are likely to be successful.
jupyter-notebook keras-tuner nueral-networks onehot-encoder pandas-python standardscaler supervised-machine-learning tensorflow
Language:Jupyter Notebook 0
FabriDeCastelli / Wild-Cats-Classification
Classifies wild cats images
classification convolutional-neural-network feedforward-neural-network image-augmentation keras numpy python tensorflow ttest keras-tuner
Language:Jupyter Notebook 0
filnow / forest-cover
training, evaluation and api for forest-cover dataset
forest-cover-type-prediction kaggle keras keras-tuner rest-api sklearn tensorflow
Language:Python 0
IlkayAtes11 / Alphabet_Soup_Charity_Application_Deep_Learning_Model
deep-learning neural-networks relu sklearn tensorflow googlecolab keras-neural-networks keras-tuner pandas sigmoid tanh
Language:Jupyter Notebook 0
Automated-Cell-Semantic-Segmentation-with-UNet
mdhabibi / Automated-Cell-Semantic-Segmentation-with-UNet
A machine learning solution for automating nucleus detection in biomedical images, leveraging the U-Net architecture to accelerate medical research and disease treatment discovery.
cell computer-vision deep-learning image-processing keras-tuner machine-learning nucleus semantic-segmentation tensorflow unet-image-segmentation
Language:Jupyter Notebook 0
NeonOstrich / Autism-Diagnosis-with-Linear-Regression-and-Neural-Networks-using-Random-Oversampling
We used a dataset that included birth and personal data as well as Autism Spectrum Quotient test scores to train machine learning algorithms to predict autism. We used Logistic Regression, Neural Network Models and Keras Tuner with Random Oversampling to train one with 90% accuracy.
keras-tuner linear-regression neural-network randomoversampler
Language:Jupyter Notebook 0
philipp-code / Forest_Fire_Image_Classification
Convolutional Neural Network on Images with and without Forest Fires
deep-learning deep-neural-networks image-classification keras-tensorflow keras-tuner
Language:Jupyter Notebook 0
Rohit-Rannavre / Data-Science-2023
This repository contains some data science projects I have done for practical purposes.
data-science deep-learning keras tensorflow keras-tuner machine-learning matplotlib numpy pandas python seaborn sklearn computer-vision nlp nltk gensim fasttext spacy bert
Language:Jupyter Notebook 0
ThompsonA93 / CIFAR10_Benchmark
Neural Network experimentation on the CIFAR-10 dataset ( https://www.cs.toronto.edu/~kriz/cifar.html )
cifar-10 keras keras-tuner
Language:Jupyter Notebook 0
VajpeyeeAmit / Deep-Learning
Deep Learning Projects
convolutional-neural-networks keras-tuner recurrent-neural-networks transfer-learning
Language:Jupyter Notebook 0
emeralddawns / Optimize-Neural-Network
Examples of techniques that can be used to optimize neural network models (some techniques can apply more generally).
keras tensorflow test-train-split standard-scaler keras-tuner deep-learning neural-network
Language:Jupyter Notebook
RJBarker / deep-learning-challenge
Create a neural network through TensorFlow and Keras to build a model which has the ability to assess an organisation's ability to be successful with funding from the Alphabet Soup charity
analysis csv deep-learning hidden-layers keras keras-tuner machine-learning neural-network neurons pandas-dataframe python tensorflow
Language:Jupyter Notebook
SharathHebbar / Keras_tuner
Hyperparameter Tuning using Keras Tuner
deep-learning hyperparameter-tuning keras-tensorflow keras-tuner machine-learning transfer-learning vgg16
Language:Jupyter Notebook
siowcm / cancer
Histopathology Images Classification
computer-vision transfer-learning image-classification keras-tuner keras-classification-models ensemble-classifier

keras-tuner

rickiepark / deep-learning-with-python-2nd

EagerAI / kerastuneR

rickiepark / aiml4coders

tokusumi / kerastuner-tensorboard-logger

giuseppegrieco / keras-tuner-cv

apethani21 / cauca-network-classification

easonlai / pneumonia_classification_challenge_databricks

swap-253 / Twitter-US-Airline-Sentiment-Analysis

AhmedIssa11 / Forecasting-of-Forex-Market-Based-on-Deep-Learning-and-Hyperparameters-Optimization

SmithaUpadhyaya / fashion_recommendation_system

fabiod20 / image-processing-for-computer-vision

ferneutron / keras-tuner

NeonOstrich / Predicting-Autism-with-Machine-Learning

b-tao / X-Ray_Bone_Classifier

Billie-LS / DeepL_Adventure_Angels

codejack-CR / Social-Network-Ads

Hamim-Hussain / To-Graduate-Or-Not-To-Graduate

NeonOstrich / Neural-Network-Analysis-of-Corporate-Funding-Allocation

Pawkooo13 / Titanic

srikarpadaliya / Weather-Prediction

BharatGuturi / Alphabet-Soup-Charity-Deep-Learning

david-monte / twitter-sentiment-analysis

emaynard10 / Neural_network_charity_analysis

FabriDeCastelli / Wild-Cats-Classification

filnow / forest-cover

IlkayAtes11 / Alphabet_Soup_Charity_Application_Deep_Learning_Model

mdhabibi / Automated-Cell-Semantic-Segmentation-with-UNet

NeonOstrich / Autism-Diagnosis-with-Linear-Regression-and-Neural-Networks-using-Random-Oversampling

philipp-code / Forest_Fire_Image_Classification

Rohit-Rannavre / Data-Science-2023

ThompsonA93 / CIFAR10_Benchmark

VajpeyeeAmit / Deep-Learning

emeralddawns / Optimize-Neural-Network

RJBarker / deep-learning-challenge

SharathHebbar / Keras_tuner

siowcm / cancer