aks3743/Restaurant-Recommender-System

fridge-app

Fridge App is a web-based application that allows users to keep track of the contents of their fridge. It is intended for anyone who wants to reduce food waste and stay organized in the kitchen.

pyspark-with-rpi4

This is guide to launch a PySpark session in Raspberry pi 4

Image-captioning-on-flicker8dataset

60k-Stack-Overflow-Questions-with-Quality-Rating

Questions from 2016-2020 classified in three categories based on their quality

Deep-Learning-for-simple-classification-model

1. Load the attached csv file in python. Each row consists of feature 1, feature 2, class label. 2. Train two single/double hidden layer deep networks by varying the number of hidden nodes (4, 8, 12, 16) in each layer with 70% training and 30% validation data. Use appropriate learning rate, activation, and loss functions and also mention the reason for choosing the same. Report, compare, and explain the observed accuracy and minimum loss achieved. [0.5+1 mark] 3. Visually observe the dataset and design an appropriate feature transformation (derived feature) such that after feature transformation, the dataset can be classified using a minimal network architecture (minimum number of parameters). Design, train this minimal network, and report training and validation errors, and trained parameters of the network. Use 70% training and 30% validation data, appropriate learning rate, activation and loss functions. Explain the final results.