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China's AI assistant has officially entered the chat, and it's putting the U.S. on notice. DeepSeek surged to the top of Apple's App Store over the weekend, surpassing OpenAI's ChatGPT with lightning-fast, highly logical responses. Some users claim its natural language processing, ...
We will look at the development cycle of a trading robot: data collection, processing, sample expansion, feature engineering, model selection and training, creating a trading system via Python, and monitoring trades. Working in Python has its own advantages: speed in the field of machine learning, as well as the ability to select and generate features. Exporting models to ONNX requires exactly the same feature generation logic as in Python, which is not easy. That is why I have selected ...
Midjourney is a solid option for an AI image generator, but it didn’t make our top picks because it’s currently only available on Discord, is paid-only and inconsistently matches prompts. Midjourney does offer nice upscaling or editing tools for individual images, but you’ll have to use them often. It’s also noteworthy that all your images will be public and accessible in an online gallery unless you create in stealth mode, which is only available in the more expensive Pro and Mega plans. ...
In this article, we explore a feature selection algorithm introduced in the paper 'Local Feature Selection for Data Classification' by Narges Armanfard, James P. Reilly, and Majid Komeili. This method aims to identify predictive features that are often overlooked by traditional selection techniques due to their limited global utility. We will begin with a general overview of the algorithm, followed by its implementation in Python to create classifier models suitable for export to MetaTrader ...
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