Optimization of Neural Network using Keras Tuner

Keras Tuner used for hyperparameter tuning the neural networks.

Implementing different approaches of hyperparameter optimization including random search and bayesian optimization

The hello world of machine learning: Tensorflow digit recognizer using Keras Hyperparameter tuner and tensorboard.

Simple integration of keras-tuner (hyperparameter tuning) and tensorboard dashboard (interactive visualization).

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

Training neural networks to classify network traffic by L7 protocol.

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,

This is sample repos for how to use Keras Tuner to perform hyper-parameter tuning in Databricks.

Deep learning projects, using TensorFlow Keras package

Keras/Tensorflow implementation to detect faces wearing masks | | Data from Kaggle | | Used pretrained MobileNetV2 with imagenet weights(Transfer Learning) | | Data Augmentation using Keras ImageDataGenerator class | | Result obtained was 89.42% as validation accuracy | | Used OpenCV for inference on webcam feed

Se creó un modelo para predecir las personas con mayores posibilidades de sufrir un ataque cardíaci.

University machine learning labs. MLP, convolutional neural networks, autoencoders, RNN, LSTM, GRU

Train a simple CNN on the Fashion MNIST dataset using Tensorflow Keras.

Final project of "Image Processing for Computer Vision" course.

Neural network / deep learning model.

Classification model to detect whether sms is a SPAM or not

My project for two advanced training courses about machine learning and neural networks at educx (https://educx.de/).

CNN Model - Using Keras Tuner for Optimizing

Histopathology Images Classification