Best of Finance — September 2024

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   Article

   Community Picks·2y

   tcsenpai/goldigger

   goldigger is a Python-based tool for stock price prediction using machine learning models like LSTM, GRU, Random Forest, and XGBoost. It retrieves historical data from Yahoo Finance, incorporates technical indicators, and uses ensemble prediction to combine model results. It also features hyperparameter tuning, time series cross-validation, risk metrics calculation, and performance visualization. Designed for educational use, it provides customization through command-line arguments.

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   Article

   Machine Learning News·2y

   Collaborative Small Language Models for Finance: Meet The Mixture of Agents MoA Framework from Vanguard IMFS

   Language model research has advanced rapidly, particularly in specialized fields like finance. Large Language Models (LLMs) face challenges such as high computational costs and the risk of producing inaccurate information. Vanguard IMFS introduced the Mixture of Agents (MoA) framework, featuring a network of small, specialized models designed for Retrieval-Augmented Generation tasks. The MoA system has shown significant improvements in response quality and efficiency, proving to be cost-effective and scalable for large-scale financial applications.

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   Article

   olegwin's public Squad·2y

   How I Built an AI Tool to Understand Crypto Spikes for Any Coin

   A tool built using AI helps to understand sudden price spikes or drops in cryptocurrencies by analyzing news articles. This tool collects news from various sources, uses AI to identify the main reasons behind price movements, and provides quick insights on whether it's a good day to buy. The app was developed in just 45 minutes and is designed to save users time by offering speedy news analysis.

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   Article

   C/C++ Community·2y

   How to start making money as a C++ programmer?

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