flapjackphil 0 Share Posted March 16, 2018 Hello all! I have been exploring the capabilities of DreamBot’s API, and have started a project aimed at creating a powerful GE botting script for automated marching. The goal is to incorporate machine learning to create a layer of logic for the bot that will accurately identify smart investments and items to merch. The design for this bot would be composed of the following parts: A dynamic API for retrieving Grand Exchange item data from both OSBuddy, and the Jagex API. This data is gathered and used for relational machine learning algorithms to create a comprehensive decision tree for the bot’s layer of logic. A side layer of anti-detection (this has yet to be fully explored) The front end bot client covering the anti-detection and logic layers. Conceptually I have a pretty good idea of the direction I’m going to take for these things. I want to use this thread to keep people updated on my progress, and more importantly, provide a medium for input and critique. I’d love to hear what any of your think about this. Current Check-List Create an API for GE data access.Create Exchange configuration classes (mostly done) Create OSBuddy JSONParser Create OSBuddy API Connection Create Jagex JSONParser Create Jagex API Connection Create Item model Exchange factory interface Gather historical GE dataCreate historical data schema (MySQL) Create GE data gathering script Analyze data Create logic layerCreate instance dataset (arff file) Research most optimal algorithm approach (dependant on historical data) Implement algorithm Create logic interface for bot to access Create anti-detection layerNeeds research Create bot clientCreate buy/sell bot controller Link to comment Share on other sites More sharing options...
Xephy 237 Share Posted March 16, 2018 GETracker has more accurate data. OSB's Json updates less frequently if I'm correct. Link to comment Share on other sites More sharing options...
flapjackphil 0 Author Share Posted March 16, 2018 GETracker has more accurate data. OSB's Json updates less frequently if I'm correct. From my understanding of what I researched about GETracker, they get their data from OSB's API. I might have misunderstood that though. Link to comment Share on other sites More sharing options...
Xephy 237 Share Posted March 16, 2018 From my understanding of what I researched about GETracker, they get their data from OSB's API. I might have misunderstood that though. They have a discord channel, so you're more than welcome to ask. Link to comment Share on other sites More sharing options...
Eclipseop 194 Share Posted March 16, 2018 Thanks Link to comment Share on other sites More sharing options...
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