Commodity Price Forecasting ML Frameworks

Machine learning projects for predicting prices of commodities (gold, oil, natural gas) using time series and regression techniques. Does NOT include general financial forecasting, cryptocurrency prediction, or non-commodity assets like stocks or real estate.

There are 24 commodity price forecasting frameworks tracked. The highest-rated is louisoutin/deep_gas_oracle at 31/100 with 23 stars.

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#	Framework	Score	Tier	Stars	Language
1	louisoutin/deep_gas_oracle Unofficial implementation of the paper: "Step on the Gas? A Better Approach...	31	Emerging	23	Jupyter Notebook
2	mesjou/price_simulator simulation platform for algorithmic pricing	29	Experimental	11	Python
3	MohammadvHossein/predict-gold-price A Python project that forecasts gold prices using machine learning and deep...	28	Experimental	5	Python
4	ramtiin/Predicting-Stock-Prices-Using-FB-Prophet Prophet is a procedure for forecasting time series data based on an additive...	24	Experimental	17	Jupyter Notebook
5	VMS-Solutions/predict_leadtime Prediction of Copper Supply Lead Time Based on Crude Oil and Raw Material Prices	24	Experimental	13	Python
6	swoyam2609/Oil-and-Gas-Price-Analysis-and-Prediction Prediction This repository contains the code and datasets for analyzing...	23	Experimental	16	HTML
7	MYoussef885/Gold_Price_Prediction The "Gold Price Prediction" project focuses on predicting the prices of gold...	23	Experimental	12	Jupyter Notebook
8	yennhi95zz/predict-gold-prices Gold price forecasting using time series is a statistical technique that...	23	Experimental	20	Jupyter Notebook
9	alagarsamy-m/GoldSense AI-Powered Gold Price Forecasting Intelligence System & Personalized Decision Engine	23	Experimental	1	JavaScript
10	joseariasduran/gold-recovery-optimization Modelo de Machine Learning para la predicción de recuperación de oro en...	22	Experimental	—	Jupyter Notebook
11	batu3384/decision-support-system Decision Support System - Cost prediction & inflation analysis with Node.js...	22	Experimental	—	JavaScript
12	R-Madhuram/DartmouthCapstone_CrudeOilPricePrediction Forecasting crude oil price based on only historical price data utilizing...	22	Experimental	16	Jupyter Notebook
13	samadpls/GoldPredictAPI FastAPI-based gold price prediction system using machine learning. Trained...	22	Experimental	9	Jupyter Notebook
14	shivatejapecheti/Gold-Price-forecasting-web-application Comprehensive web app for real time gold price forecasting -FULL STACK PROJECT	18	Experimental	4	HTML
15	mdasharaf07/Gold-Price-Prediction This project focuses on predicting gold prices using historical data and...	16	Experimental	13	Jupyter Notebook
16	MBKavyasree/AI-Powered-Market-Price-Forecasting-For-Rural-Farmers AI-driven agricultural commodity price forecasting dashboard using BiLSTM...	14	Experimental	—	Python
17	austinsw/Machine-Learning-on-Commodity-Price-Forecast-2022 Machine Learning project with focuses on using numerous regression methods...	14	Experimental	7	Jupyter Notebook
18	jojowibowo/gold_bitcoin_analysis End-to-end data pipeline and machine learning analysis evaluating the...	14	Experimental	—	HTML
19	EhsanulHaqueSiam/dam-price-tracker Bangladesh agricultural market prices dataset with daily/weekly data for 447...	14	Experimental	—	Python
20	FIRE-Phoebe/Gas_Price_analysis Forecasting the gas price trend and finding the best machine learning model...	13	Experimental	7	Jupyter Notebook
21	tushar2704/Gold-Price-Forecasting This project, I am constructing a predictive model that can prognosticate...	12	Experimental	3	Jupyter Notebook
22	bremelket/gold-recovery-prediction-for-ore-processing-optimization ML model predicting gold recovery efficiency from ore processing parameters...	11	Experimental	—	HTML
23	suraj-saini8810/gold-price-prediction-system AI-powered gold price prediction system with 78-82% accuracy using machine learning	11	Experimental	—	Python
24	MohsenBizhani/Nostradamus Nostradamus is a powerful and adaptable project designed to predict future...	10	Experimental	1	HTML