Love Saroha's repositories
Digits-Classification-Training
Training a keras model to do classification using MNIST, a data set containing items of handwriting digits (0 to 9).
Doodle-Classifier
A simple doodle classifier trained on google's quick draw dataset.
Movie-Reviews-Sentiment-Analysis
Sentiment analysis is the use of natural language processing, text analysis, computational linguistics, and biometrics to systematically identify, extract, quantify, and study affective states and subjective information.
Car-Racing-Game
A simple 2d car racing game in javascript.
Contextual-Chatbot-Training
Training a keras model to try to figure out what user intends (in which sense or proportion the user is asking a question).
Custom-Neural-Networks
Simple python code of custom neural networks.
Digits-Classifier
A simple digits classifier trained on mnist dataset.
Digits-Similarity-Training
Training a keras model (Siamese Network) to show similarity between two images using MNIST, a data set containing items of handwriting digits (0 to 9).
Energy-Efficiency-Training
Training a keras model to recognize Cooling Load and Heating Load in order to classify incoming bulding features (e.g. wall area, roof area) as input.
Fashion-MNIST-Classification-Training
Training a keras model to do classification using Fashion MNIST, a data set containing items of clothing.
Fashion-MNIST-Similarity-Training
Training a keras model (Siamese Network) to show similarity between two images using Fashion MNIST, a data set containing items of clothing.
Image-Segmentation-Training
Training a keras model to do image segmentation using Oxford-IIIT Pet Dataset.
MYSQL-Admin-API
A simple easy to use mysql administration api.
Natural-Selection-Simulation
The goal is to create a system where autonomous steering agents evolve the behavior of eating food (+) and avoiding poison (x) .These steering behaviors are largely independent of the particulars of the character's means of locomotion.
Object-Detector
A simple object detector trained on a very small dataset.
Poetry-Generator-Training
Training a keras model to generate new poetry text.
Premier-League-Fixture-Prediction
This model is trained on the fantasy premier league data of season 2020/2021 and predicts outcome of given fixture.
Salary-Prediction-Training
Predicting salary using stack overflow developer survey data.
Smart-Rockets
Each rockets goal is to reach the target circle without crashing. A genetic algorithm creates new populations, with the most "fit" rockets most likely to become parents.
Snake-Game-Python
Snake is the common name for a video game concept where the player maneuvers a line which grows in length, with the line itself being a primary obstacle.
Snake-Game-Training
Teaching AI to play snake game using (Pytorch, Pygame).
Trained-Models
List of trained tensorflow javascript models for web applications.
Travelling-Salesman-Problem
The travelling salesman problem (also called the travelling salesperson problem or TSP) asks the following question: "Given a list of cities and the distances between each pair of cities, what is the shortest possible route that visits each city and returns to the origin city?" It is an NP-hard problem in combinatorial optimization, important in theoretical computer science and operations research.
Typing-Speed
It is a simple javascript app to check user's typing speed.