Pinned Repositories
6862_Fake_Review_Detection
Autodiff_Python_Package
Building_Machine_Learning_Libraries
In this repository I use first principles in the math of intelligence to build my own customisable libraries.
Character_Recognition_Machine_Learning_Neural_Net_App
This web app uses Python & JavaScript to implement a convolutional neural network built entirely from scratch using only numpy to map out a data set such that any character drawn can be recognised by the model.
Chess_Clock
This app is a switching timer that can be used by Chess players to time their game.
Mars_Lander
In this project I simulated the landing of a rocket on mars. The project got really interesting when I programmed a autopilot function it as well.
Predictive_Text_Recurrent_Neural_Nets_Machine_Learning_App
This app uses recurrent neural nets to make predictions of entire sentences using a dataset which is book called metamorphosis.
Race_Cars_iOS_Game
This is my first game to be released on the App Store, it has simple premise, get as far as you can in a race again traffic!
Space_Invaders_Game_Genetic_Algorithm-Artificial_Intelligence
This is a game that uses artificial intelligence to learn the users playing style and tackle them to make the game more difficult over time.
UK-Flood-Warning-System
This repository is a project I did in my first year of engineering, where we used data science (no pre-built libraries) to predict whether floods are expected near UK rivers.
sehajchawla's Repositories
sehajchawla/Character_Recognition_Machine_Learning_Neural_Net_App
This web app uses Python & JavaScript to implement a convolutional neural network built entirely from scratch using only numpy to map out a data set such that any character drawn can be recognised by the model.
sehajchawla/Space_Invaders_Game_Genetic_Algorithm-Artificial_Intelligence
This is a game that uses artificial intelligence to learn the users playing style and tackle them to make the game more difficult over time.
sehajchawla/Mars_Lander
In this project I simulated the landing of a rocket on mars. The project got really interesting when I programmed a autopilot function it as well.
sehajchawla/Predictive_Text_Recurrent_Neural_Nets_Machine_Learning_App
This app uses recurrent neural nets to make predictions of entire sentences using a dataset which is book called metamorphosis.
sehajchawla/Race_Cars_iOS_Game
This is my first game to be released on the App Store, it has simple premise, get as far as you can in a race again traffic!
sehajchawla/UK-Flood-Warning-System
This repository is a project I did in my first year of engineering, where we used data science (no pre-built libraries) to predict whether floods are expected near UK rivers.
sehajchawla/6862_Fake_Review_Detection
sehajchawla/Autodiff_Python_Package
sehajchawla/Building_Machine_Learning_Libraries
In this repository I use first principles in the math of intelligence to build my own customisable libraries.
sehajchawla/Chess_Clock
This app is a switching timer that can be used by Chess players to time their game.
sehajchawla/ChessClock
sehajchawla/Compression
Repository with my implementation of Shannon-Fano, Huffman, and Arithmetic compression schemes.
sehajchawla/cs107test
sehajchawla/Data_Catgorizer_Machine_Learning-App
This app uses the data in the text file "dataset.txt", and performs the k-means clustering algorithm on it (all from first principles - i.e. only using matplot and numpy).
sehajchawla/Deep_Dream-Machine_Learning_App
This project is a implementation of the popular deep dream algorithm that uses tensorflow to combine neural nets with images for trippy visuals.
sehajchawla/DistShift_Transformers
sehajchawla/Eminem_Lyrics_Generator_LSTM-Machine_Learning_App
This repository uses Long short term memory to generate a recurrent neural net that predicts eminem lyrics from the song "The Real Slim Shady".
sehajchawla/First_iOS_Game
sehajchawla/Flask_Reminders_Webapp
sehajchawla/flood_warning_sys
sehajchawla/Game_Player_Predictor_GMM-Machine_Learning_App
This repository uses Gaussian mixture models to classify users of my game- TapCars (on the App Store) as users that will continue to be spending in the next calendar month or not.
sehajchawla/Genetic_Algorithm-Machine_Learning_App
In this project I build a Gamma Radiation Classifier and use Genetic Programming to pick the best Machine Learning model + hyper-parameters.
sehajchawla/HackCambridge19
sehajchawla/IDP_Software
This is the repository for the integrated design project.
sehajchawla/Insurance_Fraud_Predictor_Random_Forests-Machine_Learning_App
This repository uses the popular random forests algorithm (coded from first principles) to classify someone as creditable or not creditable.
sehajchawla/lander_mars
sehajchawla/Machine_Learning_Practice
This repository is my first crack at data science using Python!
sehajchawla/Movie_Recommendation_System-Machine_Learning_App
This project uses the LightFM dependency to make a prediction of the top 3 movies to recommend to users based on their ratings for other movies.
sehajchawla/playground
sehajchawla/Stock_Prediction-Machine_Learning_App
This project uses support vector regression to predict the best model to use to fit the stock prices dataset.