vikadia7x

assign-git

Aditya Vikram

churn_modelling-using-keras

The repo contains python code for churn modelling in keras. It is part of the homework challenge from Udemy course - Deep Learning A-Z.

Deep-learning-with-cats

Deep learning with cats (^._.^)

DigitRecognizer

Java Convolutional Neural Network example for Hand Writing Digit Recognition

kubernetes-ml-ops

An introduction to machine learning model deployment operations (MLOps) using Python, Docker, Kubernetes and Seldon-Core.

Machine-Learning-basic-projects

The repo contains basic projects in Python using scikit-learn.

Neural-Nebula

A deep conv. generative adversarial network trained on nebula and images of space

Pneumonia-Diagnosis-using-XRays-96-percent-Recall

BEST SCORE ON KAGGLE SO FAR , EVEN BETTER THAN THE KAGGLE TEAM MEMBER WHO DID BEST SO FAR. The project is about diagnosing pneumonia from XRay images of lungs of a person using self laid convolutional neural network and tranfer learning via inceptionV3. The images were of size greater than 1000 pixels per dimension and the total dataset was tagged large and had a space of 1GB+ . My work includes self laid neural network which was repeatedly tuned for one of the best hyperparameters and used variety of utility function of keras like callbacks for learning rate and checkpointing. Could have augmented the image data for even better modelling but was short of RAM on kaggle kernel. Other metrics like precision , recall and f1 score using confusion matrix were taken off special care. The other part included a brief introduction of transfer learning via InceptionV3 and was tuned entirely rather than partially after loading the inceptionv3 weights for the maximum achieved accuracy on kaggle till date. This achieved even a higher precision than before.

PsychoGAN

A GAN made Tensorflow that generates 128 x 128 pixels images

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

vikadia7x/churn_modelling-using-keras

The repo contains python code for churn modelling in keras. It is part of the homework challenge from Udemy course - Deep Learning A-Z.

vikadia7x/assign-git

Aditya Vikram

vikadia7x/Deep-learning-with-cats

Deep learning with cats (^._.^)

vikadia7x/DigitRecognizer

Java Convolutional Neural Network example for Hand Writing Digit Recognition

vikadia7x/kubernetes-ml-ops

An introduction to machine learning model deployment operations (MLOps) using Python, Docker, Kubernetes and Seldon-Core.

vikadia7x/Machine-Learning-basic-projects

The repo contains basic projects in Python using scikit-learn.

vikadia7x/Neural-Nebula

A deep conv. generative adversarial network trained on nebula and images of space

vikadia7x/Pneumonia-Diagnosis-using-XRays-96-percent-Recall

BEST SCORE ON KAGGLE SO FAR , EVEN BETTER THAN THE KAGGLE TEAM MEMBER WHO DID BEST SO FAR. The project is about diagnosing pneumonia from XRay images of lungs of a person using self laid convolutional neural network and tranfer learning via inceptionV3. The images were of size greater than 1000 pixels per dimension and the total dataset was tagged large and had a space of 1GB+ . My work includes self laid neural network which was repeatedly tuned for one of the best hyperparameters and used variety of utility function of keras like callbacks for learning rate and checkpointing. Could have augmented the image data for even better modelling but was short of RAM on kaggle kernel. Other metrics like precision , recall and f1 score using confusion matrix were taken off special care. The other part included a brief introduction of transfer learning via InceptionV3 and was tuned entirely rather than partially after loading the inceptionv3 weights for the maximum achieved accuracy on kaggle till date. This achieved even a higher precision than before.

vikadia7x/PsychoGAN

A GAN made Tensorflow that generates 128 x 128 pixels images

vikadia7x/python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

vikadia7x/PythonDataScienceHandbook

Jupyter Notebooks for the Python Data Science Handbook

vikadia7x/scrum_mates

The repo would be used for the SER 515 project.

vikadia7x/SER596-project4

vikadia7x/simple-image-classifier

Building an image classifier in a simple way using Keras.

vikadia7x/testing_sorting

vikadia7x/Transformer-SeqGAN-PyTorch

Transformer Based SeqGAN for Language Generation