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 27 commodity price forecasting frameworks tracked. The highest-rated is louisoutin/deep_gas_oracle at 38/100 with 23 stars.

Get all 27 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=commodity-price-forecasting&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	louisoutin/deep_gas_oracle Unofficial implementation of the paper: "Step on the Gas? A Better Approach...	38	Emerging	23	Jupyter Notebook
2	mesjou/price_simulator simulation platform for algorithmic pricing	36	Emerging	11	Python
3	MohammadvHossein/predict-gold-price A Python project that forecasts gold prices using machine learning and deep...	35	Emerging	5	Python
4	ramtiin/Predicting-Stock-Prices-Using-FB-Prophet Prophet is a procedure for forecasting time series data based on an additive...	31	Emerging	17	Jupyter Notebook
5	VMS-Solutions/predict_leadtime Prediction of Copper Supply Lead Time Based on Crude Oil and Raw Material Prices	31	Emerging	13	Python
6	swoyam2609/Oil-and-Gas-Price-Analysis-and-Prediction Prediction This repository contains the code and datasets for analyzing...	30	Emerging	16	HTML
7	MYoussef885/Gold_Price_Prediction The "Gold Price Prediction" project focuses on predicting the prices of gold...	30	Emerging	12	Jupyter Notebook
8	yennhi95zz/predict-gold-prices Gold price forecasting using time series is a statistical technique that...	30	Emerging	20	Jupyter Notebook
9	R-Madhuram/DartmouthCapstone_CrudeOilPricePrediction Forecasting crude oil price based on only historical price data utilizing...	29	Experimental	16	Jupyter Notebook
10	samadpls/GoldPredictAPI FastAPI-based gold price prediction system using machine learning. Trained...	29	Experimental	9	Jupyter Notebook
11	shivatejapecheti/Gold-Price-forecasting-web-application Comprehensive web app for real time gold price forecasting -FULL STACK PROJECT	25	Experimental	4	HTML
12	joseariasduran/gold-recovery-optimization Modelo de Machine Learning para la predicción de recuperación de oro en...	22	Experimental	—	Jupyter Notebook
13	mdasharaf07/Gold-Price-Prediction This project focuses on predicting gold prices using historical data and...	22	Experimental	13	Jupyter Notebook
14	austinsw/Machine-Learning-on-Commodity-Price-Forecast-2022 Machine Learning project with focuses on using numerous regression methods...	21	Experimental	7	Jupyter Notebook
15	FIRE-Phoebe/Gas_Price_analysis Forecasting the gas price trend and finding the best machine learning model...	20	Experimental	7	Jupyter Notebook
16	tushar2704/Gold-Price-Forecasting This project, I am constructing a predictive model that can prognosticate...	19	Experimental	3	Jupyter Notebook
17	MBKavyasree/AI-Powered-Market-Price-Forecasting-For-Rural-Farmers AI-driven agricultural commodity price forecasting dashboard using BiLSTM...	13	Experimental	—	Python
18	suraj-saini8810/gold-price-prediction-system AI-powered gold price prediction system with 78-82% accuracy using machine learning	13	Experimental	—	Python
19	sjapanjots/Gold_Price-_Prediction_Random_Forest_Regression This project focus on predicting the gold value by using the several aspect...	12	Experimental	6	Jupyter Notebook
20	MohsenBizhani/Nostradamus Nostradamus is a powerful and adaptable project designed to predict future...	12	Experimental	1	HTML
21	DegaregeN/Time-series-data-modeling- This project analyzes Brent crude oil prices using various data science...	11	Experimental	—	Jupyter Notebook
22	muhammadravi251001/sugar-price-forecasting Code for forecasting the sugar price using data scraping and modeling it...	11	Experimental	—	Python
23	bremelket/gold-recovery-prediction-for-ore-processing-optimization ML model predicting gold recovery efficiency from ore processing parameters...	11	Experimental	—	HTML
24	Koooki3/GDP-Prediction-v2 A simple GDP prediction project based on matlab	11	Experimental	—	MATLAB
25	megalodonlab/avocado Analysis & Prediction Software \| Version: Avocado	11	Experimental	—	Java
26	hyunji0618/GoldPriceTSForecast Gold Price Forecasting Using Time Series Modeling	11	Experimental	1	HTML
27	holy-angel-university/gold-average-price-prediction By analyzing historical gold price data and identifying trends, the project...	11	Experimental	—	Jupyter Notebook

Comparisons in this category

predict-gold-prices and Gold-Price-Prediction (30 vs 22) predict-gold-price and predict-gold-prices (35 vs 30) Gold_Price_Prediction and Gold-Price-Prediction (30 vs 22) predict-gold-price and Gold-Price-Prediction (35 vs 22) predict-gold-price and Gold_Price_Prediction (35 vs 30)