Updated version available at https://ai.royalsrealm.xyz/
DEPRACATED
Ai model to predict future prices of stock/crypto.
Use Ai Machine Learning algorithms to predict the future price of stock/crypto and step up your game. Unlike traditional algorithms like SSL on websites like
tradingview.com.
This Predictor utilizes Microsoft's Machine Learning packages to extrapolate future prices. This program will predict
close prices at any given time.
Comes currently with a
LOW,
MEDIUM,and
HIGH volatility prediction lines to give you the most information possible.
Features
Sdca Algorithm, with more to come
Custom Time Intervals
Tune your model's parameters quickly and easily
In-Application Documentation for ease of use
Constant updates and upgrades for free
Customizable Model settings to tune perfectly for your needs
Alpha Updates
11/20/22 ~ Alpha 1.0.1 PRE-RELEASE
11/27/22 ~ Alpha 1.1.0 PRE-RELEASE
MarketDataGetter has been merged into Alpha 1.1.0
Alpha versions will be yours forever regardless of this program going paid/subscription.
11/28/22 ~ Alpha 1.2.0 PRE-RELEASE
Updated UI
12/2/22 ~ Alpha 1.2.1 PRE-RELEASE
Uses a new api system because binance decided to change it greatly, a vpn is recommended to get DataSets
Improved UI
Any symbol pair can now be used
Improved AI
12/7/22 ~ Alpha 2.0.0 PRE-RELEASE
UI system overhaul
12/8/22 ~ Alpha 2.1.0 PRE-RELEASE
All features have been ported to a easy to read and easy to use GUI
12/8/22 ~ Alpha 2.1.1 PRE-RELEASE
Seemed to fix the price gap glitch
1/2/23 ~ Alpha 2.2.1 PRE-RELEASE
Massive quality of life fixes and updates
NEW Sentiment analysis now displays on graph
2/14/23 ~ Alpha 3 IMPORTANT ANNOUNCMENT
RR AI Model Stock/Crypto Predictor will be ported into a web-application instead of a standalone application.
This page will soon be updated with a link to the new homepage for RR AI Model Stock/Crypto Predictor.
HOWEVER porting this project will require reconstructing most of the front-end application to work with the new format so updates will slow down.
Never less this project is still active and still has big goals for the future stay tuned.
How To Use
How To Videos
Alpha 2.1.0Quick Start- Create a DataSet for the Ai model to train with,or select one you have saved.
- (Optional)Change settings under the Settings button.
- (Optional)Tune your model settings using the Settings button.
- Select the Create Model button to create your Ai model and predict.
TuningThis allows you to input a single value at a time for your model to predict. This allows you to see how accurate your model is given a specific time. For example Select Tuning and open the TrainData file created in
Step 1 and select a time in the dataset to predict, then see how close it was to the actual value. Highest recorded accuracy (r
2) was 98.79% INTERPOLATION
Create Model and GraphThis will automatically train your model using the options set and create a graph with prediction lines. The graph has a few options and settings.
- Select or Deselect the checkbox's to see each prediction
- Zoom to better see the candlesticks and data
- Manual Max sets the maximum y-value to display on the graph.
- Manual Min sets the minimum y-value to display on the graph.
- Up and Down arrows to move the graph.
Create Model is a deprecated version of
Create Model and Graph, does the same thing without the graph. Will most likely be removed in future updates.
How to Read
The predictor will create 3 prediction lines
A Low volatility line (Magenta Colored)
Predict based on calm market conditions with relativly low price movements and low-average volume
A Medium volatility line (Green Colored)
Predict based on semi-calm market conditions with slightly bigger price movements and average volume
A High volatility line (Pink Colored)
Predict based on strong market conditions with big price movements and big volume
These lines should be treated as TREND LINES and not EXACT price points
Currently in the Beta Programs section of forums
All Alpha and Beta versions are available on RoyalsRealmShop for lifetime access
You must purchase through RoyalsRealm Shop to receive access.
If you encounter any errors or program crashes please report to an Admin on this forum.
THIS PROGRAM CAN ONLY GET SOME SYMBOL PAIRS DATA AS FAR BACK AS 1/1/2022, THIS IS AN ISSUE WITH binance.us AND IS ACTIVLY BEING WORKED ON TO FIND A BETTER API.
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Topic: AI Model Stock/Crypto Predictor (Read 1313 times)
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