Neural Forge

Forecast

Recent history, the next forecast, and how that compares with baselines.

Account

Sign in to open a private workspace. Shared forecasts, the lunar calendar, and the near-Earth panels stay available either way.

Forecast

Accuracy vs baselines

Predictions vs actuals

One-step predictions on the recent window, plotted against what happened.

My workspace

Datasets, templates, and models here belong to this account. Training writes a private checkpoint. Shared starter files stay read-only.

Getting started

Each sample is already loaded. Predict with the starter model, or train on this sample to save your own.

My datasets

    My models

      My predictions

        Experiments

        Select a run to compare metrics and open its validation predictions.

        Run detail

        Loss history

        Validation predictions

        Ad-hoc prediction

        
          
        

          
        
            
        
              
        Training
        
            
        
            
        Kick off a background training run using the current config.
        
            
            
            
        
              Saved in this browser and sent with training requests. On a public server this
              token is the owner account. Visitors use the account forms above.
            
        
            
            
            
        
          
        
        
        

        
        
          
        
            
        
              
        What's coming close to Earth
        
              
        
                JPL predicted approaches to Earth and the Moon, SATCAT decay dates,
                and the model's 24-month outlook.
              
        
            
        
          
        
          
        
            
            
            
            
            
            
          
        
          
        Loading close approaches.
        
          
        
          
        
          
        
          
        
            
        
              
              
                
        
                      
              
            
        
          
        
          
        Reentries
        
          
        
          
        
            
        
              
              
                
        
                  Name
                  NORAD
                  Date
                
        
                      
              
            
        
          
        
          
        Also in view
        
          
        
        
        

        
        
          
        
            
        
              
        The rest of the solar system
        
              
        
                Close approaches to the other planets, comet perihelia, oppositions
                and conjunctions, and the model's 24-month outlook.
              
        
            
        
          
        
          
        
            
            
            
            
            
            
          
        
          
        Loading the solar system.
        
          
        
          
        
          
        
          
        Close approaches
        
          
        
            
        
              
              
                
        
                      
              
            
        
          
        
          
        Comet perihelia
        
          
        
            
        
              
              
                
        
                  Date
                  Name
                  Designation
                  Period (days)
                
        
                      
              
            
        
          
        
          
        Oppositions, conjunctions, and greatest elongations
        
          
        
            
        
              
              
                
        
                  Date
                  Body
                  Event
                  Elongation
                  Side
                
        
                      
              
            
        
          
        
          
        Moons
        
          
        
          
        
            
        
              
              
                
        
                  Year
                  Planet
                  Name
                  Designation
                
        
                      
              
            
        
          
        
          
        Meteor showers
        
          
        
        
        

        
        
          
        
            
        
              
        Moon and the lottery
        
              
        
                Phase, Chinese date, and eclipse flags are computed on this server.
                The table is a published check against real draws. It is not a
                way to pick numbers.
              
        
            
        
          
        
          
        
          
        Loading the lunar check.
        
          
        
            
        
              
              
                
        
                  Game
                  Test
                  Effect
                  p
                  BH p
                  Survives
                
        
                      
              
            
        
          
        
          
        
        
        

        
        
          
        
            
        
              
        Powerball scorecard
        
              
        
                Logged tickets compared with published draws. Prize counts are labels.
                No tickets are purchased.
              
        
            
        
          
        
          
        Loading the scorecard.
        
          
        
            
        
              
              
                
        
                  Strategy
                  Scored
                  White matches
                  Chance
                  Powerball hits
                  Chance
                  Prize tiers
                
        
                      
              
            
        
          
        
        
        

        
        
          
        
            YouNeeK Time
            
        
              100 units / 100 minutes / 100 seconds. Noon is 50:00:00. App Store 10/10/10
              text is wrong.