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cnn_mnist

A simple CNN model for MNIST dataset. Creation of an Android app using Android Studio for deploying and testing the model.

forage-jpmc-swe-task-1

Starter repo for task 1 of the JPMC software engineering program

forage-jpmc-swe-task-2

Starter repo for task 2 of JPMC's forage program

image_classification

Classification of binary images corresponding to cutting edges of insert tools used in milling processes using 10 extracted features and several ML models.

spark-repartition

stochastic_optimization

This repository contains implementations of various stochastic gradient descent algorithms and gredient descent algorithms.

tune_ml

This repository is useful for tuning machine learning models for both classification and regression using four methods: Bayesian Optimization, Random Search, Grid Search, and Optuna.

wgan_mnist

This project trains a WGAN on the MNIST dataset to generate images of handwritten digits.