Using 265 days of data to generate 260 moving averages from 400 Stocks, then applying CNN(Convolutional Neural Network) combine with hybridized Tree and Merge sort algorithms(learning with human input) to predict the percentage change between High and Low of a given stock DURING a given day, as compared to the previus adjusted closing day.
Events in the news related to the stock in the last 24 to 48 hours may make the prediction unreliable but USABLE!! ****Modified code on: 01/12/2025****
Code for Day or Swing trading !
Significant Improvements: Change of correlation type Updated web server and plots
10,100+ lines of code for Prediction of the stock market the business day AFTER: 2-14-2025
Stock_[Probable % of change] Probability % Risk Level
AMD: [0.23% to: 2.3%] Probability 51.1% Low_Risk!
AAPL: [0.11% to: 1.57%] Probability 31.9% Risky!_Fall before or/and after.Small Drop
COST: [0.19% to: 0.92%] Probability 47.1% High_Risk!.Small Up
BIDU: [-0.12% to: -1.83%] Probability 40.0% Risky!_Go Up before or/and after
INTC: [-0.21% to: -5.69%] Probability 69.1% Low_Risk!
MSFT: [-0.08% to: -1.08%] Probability 35.8% Risky!_Go Up before or/and after.Small Drop
MU: [-0.02% to: -3.76%] Probability 49.0% Medium_Risk!
DIS: [-0.16% to: -1.55%] Probability 54.7% Low_Risk!.Small Drop
NVDA: [0.16% to: 2.81%] Probability 46.6% High_Risk!
TSLA: [0.19% to: 3.97%] Probability 52.8% Low_Risk!
Total download time: 20.0 minutes Total PC running time (including download time) = 5.0 hours and 2.0 minutes
Events in the news related to the stock in the last 24 to 48 hours may make the prediction unreliable but USABLE!! ****Modified code on: 01/12/2025****
Code for Day or Swing trading !
Significant Improvements: Change of correlation type Updated web server and plots
10,100+ lines of code for Prediction of the stock market the business day AFTER: 2-14-2025
Stock_[Probable % of change] Probability % Risk Level
AMD: [0.23% to: 2.3%] Probability 51.1% Low_Risk!
AAPL: [0.11% to: 1.57%] Probability 31.9% Risky!_Fall before or/and after.Small Drop
COST: [0.19% to: 0.92%] Probability 47.1% High_Risk!.Small Up
BIDU: [-0.12% to: -1.83%] Probability 40.0% Risky!_Go Up before or/and after
INTC: [-0.21% to: -5.69%] Probability 69.1% Low_Risk!
MSFT: [-0.08% to: -1.08%] Probability 35.8% Risky!_Go Up before or/and after.Small Drop
MU: [-0.02% to: -3.76%] Probability 49.0% Medium_Risk!
DIS: [-0.16% to: -1.55%] Probability 54.7% Low_Risk!.Small Drop
NVDA: [0.16% to: 2.81%] Probability 46.6% High_Risk!
TSLA: [0.19% to: 3.97%] Probability 52.8% Low_Risk!
Total download time: 20.0 minutes Total PC running time (including download time) = 5.0 hours and 2.0 minutes