Library/Stock-Prediction-Models
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huseinzol05/Stock-Prediction-Models

Stock-Prediction-Models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

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huseinzol05

huseinzol05

huseinzol05 • individual

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Created

Dec 18, 2017

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README Summary

This repository contains a comprehensive collection of machine learning and deep learning models specifically designed for stock market forecasting and prediction. It includes various neural network architectures, traditional ML algorithms, trading bots, and simulation tools for financial market analysis. The project serves as a practical resource for implementing different approaches to stock price prediction using Python and popular ML frameworks.

AI Dev Skills

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Time Series ForecastingRecurrent Neural NetworksLong Short-Term Memory NetworksConvolutional Neural NetworksDeep Learning Architecture DesignFinancial Data AnalysisFeature Engineering for Time SeriesModel Ensemble MethodsQuantitative Finance ModelingAlgorithmic Trading Systems

Tags

Time Series ForecastingRecurrent Neural NetworksLong Short-Term Memory NetworksConvolutional Neural NetworksDeep Learning Architecture DesignFinancial Data AnalysisFeature Engineering for Time SeriesModel Ensemble MethodsQuantitative Finance ModelingAlgorithmic Trading SystemsInvestment ManagementFinancial AISelf-hostedRisk Assessment ModelingCloud APIOn-premiseAutomated Trading Bot DevelopmentFinancial ServicesTime SeriesTrading TechnologyTabularTrading Strategy BacktestingStock Price PredictionFinancial Market SimulationQuantitative Machine LearningPortfolio OptimizationFinTechAlgorithmic TradingJupyter Notebook

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Updated 2 years ago

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research
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medium
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research

Categories

Dev Tools & AutomationPrimaryIndustry: FinTechData Science & AnalyticsFinance & LegalOther AI / MLRobotics

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Jupyter Notebook100.0%

Timeline

Project created
Dec 18, 2017
Forked
Mar 23, 2026
Your last push
2 years ago
Upstream last push
2 years ago
Tracked since
Apr 16, 2023

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