Stock Forecaster

        

            Forecast plot
            
            
See a ticker's 10 day price forecast

            
See the price forecast for the following tickers:

            

                
                
                
                
                
            

            

            

                
Or enter your own ticker: 

                
                
            

            

            
Data beyond the "End of Dataset" line represents the ticker's 10 day price forecast. This model is designed to forecast stock prices based on publically available yfinance data. It uses LSTM architecture built in pytorch.

            
NOTE: model fitting is done on CPU due to running on a VPS with no GPU, the model is 1-2 orders of magnitude faster when running on GPU.

        

        


        

            
Digit Guesser

            

                

                

            

            
            
The "Hello World" of machine learning, this digit classifier model is hand written CNN architecture made in pytorch and trained on the classic MNIST dataset.

        


        

            
Pet Finder

            

                Pet Image
                 
                Pet Map
                
            

            
            

            
Have you ever taken a picture of your adorable pet, but then later need help finding where they are in the picture? 
                Look no longer! This image segmentation model can find your cat or dog for you and generate a corresponding heatmap for your reference.
                This ML model was written from scratch in pytorch, based on UNET architecture, and uses data sourced from the Oxford-IIIT pet dataset.
            

            
Warning: site hangs for a few seconds during classification