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Ayushpanditmoto / Trading-Bot

Binary Trading AI Bot is a project idea aimed at developing an AI-powered bot for binary trading. The bot utilizes machine learning algorithms to predict the direction of the next candle (whether it will move up or down) with high accuracy.
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Implementing Machine Learning for Trading Pattern Recognition using Technical Analysis #26

Closed RishabTR closed 1 month ago

RishabTR commented 1 month ago

Approach:

Identify Support and Resistance Levels:

  1. Implement a method to mark previous support and resistance levels.
  2. Store these levels in a stack to track the last resistance or support level.

Pattern Recognition:

  1. Recognize important candlestick patterns such as double tops, double bottoms, dojis, hammers, inverted hammers, etc.

Prediction:

  1. Utilize the identified patterns and support/resistance levels to predict the direction of the next candle.
Arya-Hari commented 1 month ago

Hi! I would love to be assigned this issue! I have a prior experience of two years in ML and I believe I can contribute well to this issue. Thank you!

RishabTR commented 1 month ago

@Ayushpanditmoto Hey,there I have completed the model using random forest classifier and scikit learn can i raise an pr?

Screenshot 2024-05-17 050252

Ayushpanditmoto commented 1 month ago

Yes

RishabTR commented 1 month ago

@Ayushpanditmoto I have created an pr kindly check into it.