Emissions Prediction ML ML Frameworks

Machine learning projects for predicting CO2/carbon emissions across vehicles, industrial facilities, and geographic regions. Does NOT include general energy forecasting, fuel consumption analysis without emissions focus, or climate impact studies unrelated to direct emission prediction models.

There are 28 emissions prediction ml frameworks tracked. The highest-rated is emirhanai/SO2-Emission-Prediction-from-Diesel-Engines-with-Quantum-Technology-5G at 34/100 with 8 stars.

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#	Framework	Score	Tier	Stars	Language
1	emirhanai/SO2-Emission-Prediction-from-Diesel-Engines-with-Quantum-Technology-5G SO2 Emission Prediction from Diesel Engines with Quantum Technology (5G). A...	34	Emerging	8	HTML
2	BerkKilicoglu/Fuel-Consumption-Estimator Desktop application that estimates fuel consumption using a trained machine...	34	Emerging	18	Python
3	emirhanai/US-dry-natural-production-prediction-machine-learning.py Dry Natural Gas Production Prediction of the United States	32	Emerging	5	Python
4	RozhakDev/CarbonML-Purbalingga Prediksi emisi karbon di Purbalingga berbasis data geospasial dari...	32	Emerging	6	Jupyter Notebook
5	Vatshayan/Co2-Emission-Prediction-Using-Machine-Learning Final year Co2 Emission Prediction Using Machine Learning Project with...	31	Emerging	69	Python
6	lenaromanenko/food_carbon_footprint Prediction of food products' ecological footprint with Gradient Boosting...	29	Experimental	7	JavaScript
7	derevirn/co2-forecasting Forecasting Atmospheric CO2 Concentration with Classical and Machine Learning Models.	28	Experimental	7	Jupyter Notebook
8	m4theus4ndr4de/regression-oil-production-prediction Production prediction is one of the core problems in a company. The provided...	27	Experimental	10	Jupyter Notebook
9	d0r1h/CO2-Emission-by-Cars A Machine Learning Model to predict CO2 Emissions in different type of Cars	27	Experimental	12	Jupyter Notebook
10	emirhanai/Estimated-annual-CO2-emissions-from-diesel-generators-at-mobile-or-cell-towers Estimated annual CO2 emissions from diesel generators at mobile or cell towers	26	Experimental	41	Python
11	alairdata/CO2-Emissions-Prediction-Model This project uses supervised machine learning techniques with multiple...	25	Experimental	6	Jupyter Notebook
12	TilloStralka/CO2_Emission_Predictor This project aims to analyze vehicle CO2 emissions using machine learning...	22	Experimental	—	Jupyter Notebook
13	sablokrep/co2model co2 logistic regressor	22	Experimental	—	Rust
14	Grampers-Dev/CO2Oracle The CO2 Oracle project uses machine learning and AI to analyze and predict...	21	Experimental	1	Jupyter Notebook
15	sodascience/time_emissions This project explores how we can leverage Dutch register data to impute...	19	Experimental	—	R
16	muditmanglik/Co2-Impact-Platform ML-powered vehicle CO₂ emission predictor and route-based trip calculator....	17	Experimental	1	HTML
17	Saulorj/gas_turbine_co2_prediction CO2 turbine gas prediction with machine learn	17	Experimental	1	Jupyter Notebook
18	fortunatusobieze/nexygen-emissions-forecasting ML-based carbon emissions forecasting pipeline with feature analysis and...	14	Experimental	—	Jupyter Notebook
19	mattiaveroniunibo/fuel-consumption-analysis Statistical analysis and machine learning on vehicle fuel consumption data	14	Experimental	—	Python
20	Kumud-hasija/Green-House-Gas-Emission-Prediction 🌍 Analyze and predict greenhouse gas emissions using supply chain data and...	14	Experimental	—	Jupyter Notebook
21	aditi-gupta-git/Crude-Oil-Characterization-and-Products-Properties-Estimation This project predicts crude oil composition (aromatics, naphthenes,...	14	Experimental	—	Jupyter Notebook
22	hd77alu/linear_regression_model This project uses historical country-level CO2 emissions and socioeconomic...	14	Experimental	—	Jupyter Notebook
23	swetha952/GREENWAY-INSIGHTS---FUEL-EFFICIENCY-PREDICTOR The GREENWAY INSIGHTS project develops an AI-driven solution to accurately...	13	Experimental	—	—
24	ambrose-kutti/Carbon-Prediction-System A lightweight system designed to estimate and predict carbon emissions using...	13	Experimental	—	HTML
25	abolfazlkarimi83/CO2-Emissions-Prediction Machine learning project for predicting CO2 emissions of vehicles using...	13	Experimental	—	Jupyter Notebook
26	javiermerinom/car_emissions-linear-regression-analysis Machine learning project using linear regression to analyze car data in...	11	Experimental	—	—
27	sairbarbaros/CO2-Emission-Predictor-with-Regression Predict carbondioxide emissions of cars based on their models, engine sizes,...	11	Experimental	—	Jupyter Notebook
28	nrdnay/eia-Petroleum-Products-Consumption-Production This project examined Global Production and Consumption Quantities of...	10	Experimental	1	Jupyter Notebook