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Your Comprehensive Guide to Installing Conda and Python on Windows
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Navigating the world of Python development can seem daunting, especially when setting up your environment on Windows. This guide will walk you through installing Conda and Python, managing environments, and running your first Python script in a clear, step-by-step format. Why Use Conda Over Pip? When managing Python packages and…
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Human-Inspired Memory in Chatbots: A Pinecone and Ollama Project
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How I created an AI that forgets like us—and remembers what matters. Have you ever wondered what it’d be like if a chatbot could remember like a human? Not just store every byte of data indefinitely like a cold, unfeeling database, but mimic how our brains prioritize important moments and…
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Using CatBoost AI Models for Forex Trading in MetaTrader 5 – Part 2
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This is Part 2 of the guide on using CatBoost AI models for Forex trading. For a complete understanding, I recommend reading Part 1 as well. ONNX and MetaTrader 5 ONNX1 stands for Open Neural Network Exchange. It is an open-standard format for representing machine learning (ML) models that was…
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Using CatBoost AI Models for Forex Trading in MetaTrader 5 – Part 1
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What is CatBoost? CatBoost is an open-source gradient boosting library developed by Yandex, designed to handle categorical features efficiently.1 Unlike traditional gradient boosting methods, CatBoost processes categorical data directly without extensive preprocessing, making it particularly effective for datasets with categorical variables.2 Key features of CatBoost include: CatBoost is versatile and…
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Using Visual Studio Code to Install WSL2, Python, and Virtual Environments on Windows 11
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It has always been difficult and time-consuming to set up the proper development environment, particularly when working with a diverse team of developers (frontend, backend, software engineer, etc.). After seeing numerous developers struggle to get things up and running, I’ve made the decision to take on this job head-on. A…