datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
AI-Code-Optimization-for-Sustainability-Dataset
AI Code Optimization for Sustainability: Dataset
Refactoring Python Code for Energy-Efficiency using Qwen3: Dataset based on HumanEval, MBPP, and Mercury
📄 Read the Paper | Zenodo Mirror | DOI: 10.5281/zenodo.18377893 | About the author
This dataset is a part of a Master thesis research internship investigating the use of LLMs to optimize Python code for energy efficiency.
The research was conducted as part of the Greenify My Code (GMC) project at the Netherlands Organisation for… See the full description on the dataset page: https://huggingface.co/datasets/BambusControl/AI-Code-Optimization-for-Sustainability-Dataset.Portfolio-Optimizationdata-mlops-infra-predictive-optimization-finalABX-CT-004_sequential_therapy_optimization_loss-v0.1ABX-CT-004 Sequential Therapy Optimization
Purpose
Detect when a planned Drug A then Drug B sequence loses effectiveness.
Core pattern
stress_index high
seq_gap rises and stays high
mono MICs stay below cutoffs during the early window
later failure_flag becomes 1
Files
data/train.csv
data/test.csv
scorer.py
Schema
Each row is one timepoint in a within strain series.
Required columns
row_id
series_id
timepoint_h
organism
strain_id
seq_drug_a
seq_drug_b
stress_index
seq_effectiveness_score… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/ABX-CT-004_sequential_therapy_optimization_loss-v0.1.brazil-argentina-ecommerce-cost-optimization
Brazil-Argentina E-Commerce Cost Optimization Dataset
Real-time operational dataset collected by a cross-border e-commerce retail company headquartered in São Paulo, Brazil, with operations in Buenos Aires, Argentina. This dataset is published to support the Data Science team's model training and cost-structure analysis during the quarterly cost-optimization program.
Overview
Number of records: 500
Time span: Rolling window covering the most recent 7 days… See the full description on the dataset page: https://huggingface.co/datasets/toolathon123/brazil-argentina-ecommerce-cost-optimization.F1-driver-car-setup-coupling-optimization-recommendations-v0.1What this dataset tests
Whether a system can propose setup adjustmentsthat increase driver-car coupling resonance.
Focus
Setup candidatespredicted resonance gainstability trade-offcondition sensitivitypersonalized setup profile
Required outputs
setup adjustment candidates
predicted resonance gain
stability trade-off index
track condition sensitivity
personalized setup profile
All indices0 to 1
Higher gainmeans larger coupling improvement.
Constraints
Setup recommendations only.Do… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/F1-driver-car-setup-coupling-optimization-recommendations-v0.1.Prediction-and-optimization-of-syngas-composition-from-hydrothermal-gasificationCredit-Portfolio-Optimizationdata-mlops-infra-predictive-optimization-finalhumanoid-energy-optimization-dataset
Humanoid Energy Optimization Dataset
Description
Energy-aware control signals mapping battery and motor load states to efficient locomotion actions for long-duration humanoid missions.
trees-optimization-v2get_around_pricing_optimizationtrees-optimization
🌲 Tree Segmentation Performance Optimization Dataset
Fractional–Factorial Hyperparameter Search Results (64‑run, Resolution V DOE)
This dataset contains the experimental results from a 64‑run fractional factorial design (2⁸⁻² Resolution V) used to optimize hyperparameters for a SegFormer semantic segmentation model trained to detect trees.
📂 Dataset Structure
results/fractional_factorial_partial.csv
A cumulative CSV file updated after each… See the full description on the dataset page: https://huggingface.co/datasets/juangamerosalinas/trees-optimization.smart_city_traffic_flow_optimizationsynthetic-biology-gene-circuit-optimization-v2Hamilton-optimization-engine8
urban_ev_charging_network_optimization