datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Optimizer-datasetfinalAI_BATTERY_OPTIMIZER
Dataset Card for AI Battery Optimizer
The AI Battery Optimizer Dataset contains synthetic smartphone battery usage logs created during the development of the AI Battery Optimizer App.It is intended for research and experimentation on battery prediction, app usage forecasting, and adaptive resource management.
Dataset Details
This dataset logs:
Battery percentage over time
Power usage (mW)
Estimated time remaining
Predicted app usage with confidence score
Screen… See the full description on the dataset page: https://huggingface.co/datasets/yu743/AI_BATTERY_OPTIMIZER.Optimizer-cluadequestiongenAI_BATTERY_OPTIMIZER
Dataset Card for AI Battery Optimizer
The AI Battery Optimizer Dataset contains synthetic smartphone battery usage logs created during the development of the AI Battery Optimizer App.It is intended for research and experimentation on battery prediction, app usage forecasting, and adaptive resource management.
Dataset Details
This dataset logs:
Battery percentage over time
Power usage (mW)
Estimated time remaining
Predicted app usage with confidence score
Screen… See the full description on the dataset page: https://huggingface.co/datasets/laomalaiwan/AI_BATTERY_OPTIMIZER.nesting-optimizer-benchmark
Nesting Optimizer Benchmark
Benchmark results for NestForge 2D nesting strategies across MDF, glass, and steel use cases.
Reference Dataset
Built on synthetic instances aligned with clallier/nesting-tasks-2d geometry distributions.
Strategies Evaluated
Family
Methods
Heuristic
Bottom Left, First Fit, Guillotine, Skyline
Optimization
CP-SAT, MIP
Metaheuristic
GA, Simulated Annealing, Differential Evolution
Neural… See the full description on the dataset page: https://huggingface.co/datasets/alirezaaminzadeh/nesting-optimizer-benchmark.han-grasp-force-optimizer-v1
Grasp Force Optimizer
Objective
Memprediksi gaya genggaman optimal
untuk mencegah objek terjatuh atau rusak.
Input
object_weight_kg
object_surface_friction
grip_contact_area_cm2
finger_joint_angle_deg
actuator_current_amp
object_fragility_index
Output
required_grip_force_newton
Architecture
Dense(256) + ReLU
BatchNormalization
Dense(128) + ReLU
Dropout(0.3)
Dense(64) + ReLU
Dense(1) + Linear
Loss
MSE
Metrics
MAE… See the full description on the dataset page: https://huggingface.co/datasets/ariefansclub/han-grasp-force-optimizer-v1.enterprise-prompt-optimizersmolified-nano-banana-pro-prompt-optimizer
🤏 smolified-nano-banana-pro-prompt-optimizer
Intelligence, Distilled.
This is a synthetic training corpus generated by the Smolify Foundry.
It was used to train the corresponding model sitammeur/smolified-nano-banana-pro-prompt-optimizer.
📦 Asset Details
Origin: Smolify Foundry (Job ID: 05a0817e)
Records: 10417
Type: Synthetic Instruction Tuning Data
⚖️ License & Ownership
This dataset is a sovereign asset owned by sitammeur.
Generated via Smolify.ai.
AI_BATTERY_OPTIMIZER
Dataset Card for AI Battery Optimizer
The AI Battery Optimizer Dataset contains synthetic smartphone battery usage logs created during the development of the AI Battery Optimizer App.It is intended for research and experimentation on battery prediction, app usage forecasting, and adaptive resource management.
Dataset Details
This dataset logs:
Battery percentage over time
Power usage (mW)
Estimated time remaining
Predicted app usage with confidence score
Screen… See the full description on the dataset page: https://huggingface.co/datasets/wycwsjdw/AI_BATTERY_OPTIMIZER.AI_BATTERY_OPTIMIZER
Dataset Card for AI Battery Optimizer
The AI Battery Optimizer Dataset contains synthetic smartphone battery usage logs created during the development of the AI Battery Optimizer App.It is intended for research and experimentation on battery prediction, app usage forecasting, and adaptive resource management.
Dataset Details
This dataset logs:
Battery percentage over time
Power usage (mW)
Estimated time remaining
Predicted app usage with confidence score
Screen… See the full description on the dataset page: https://huggingface.co/datasets/Yonne819/AI_BATTERY_OPTIMIZER.Optimizer-llama370bgeneratedquestionAI_BATTERY_OPTIMIZER
Dataset Card for AI Battery Optimizer
The AI Battery Optimizer Dataset contains synthetic smartphone battery usage logs created during the development of the AI Battery Optimizer App.It is intended for research and experimentation on battery prediction, app usage forecasting, and adaptive resource management.
Dataset Details
This dataset logs:
Battery percentage over time
Power usage (mW)
Estimated time remaining
Predicted app usage with confidence score
Screen… See the full description on the dataset page: https://huggingface.co/datasets/Epiphanywwwww/AI_BATTERY_OPTIMIZER.Non-Conventional-Energy-Sources-Optimizer
Non-Conventional Energy Sources Optimizer
This dataset contains 100,000 records aimed at optimizing the efficiency of various non-conventional (renewable) energy sources such as solar and wind. The data is generated to support machine learning and deep learning models that can predict energy output and recommend configurations for maximum efficiency.
Dataset Details
Records: 100,000
Format: CSV
Use Cases: Regression models, energy output prediction, efficiency… See the full description on the dataset page: https://huggingface.co/datasets/SivaMallikarjun/Non-Conventional-Energy-Sources-Optimizer.Optimizer-gptgeneratedpandasAI_BATTERY_OPTIMIZER
Dataset Card for AI Battery Optimizer
The AI Battery Optimizer Dataset contains synthetic smartphone battery usage logs created during the development of the AI Battery Optimizer App.It is intended for research and experimentation on battery prediction, app usage forecasting, and adaptive resource management.
Dataset Details
This dataset logs:
Battery percentage over time
Power usage (mW)
Estimated time remaining
Predicted app usage with confidence score
Screen… See the full description on the dataset page: https://huggingface.co/datasets/Ruhai3937/AI_BATTERY_OPTIMIZER.AI_BATTERY_OPTIMIZER
Dataset Card for AI Battery Optimizer
The AI Battery Optimizer Dataset contains synthetic smartphone battery usage logs created during the development of the AI Battery Optimizer App.It is intended for research and experimentation on battery prediction, app usage forecasting, and adaptive resource management.
Dataset Details
This dataset logs:
Battery percentage over time
Power usage (mW)
Estimated time remaining
Predicted app usage with confidence score
Screen… See the full description on the dataset page: https://huggingface.co/datasets/zhangshengyuan01/AI_BATTERY_OPTIMIZER.sql-optimizer
Dataset Card for Dataset Name
Dataset Summary
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
[More Information Needed]
Data Splits
[More Information Needed]
Dataset Creation… See the full description on the dataset page: https://huggingface.co/datasets/k19862217/sql-optimizer.prompt-optimizer-datasethumanoid-task-priority-optimizer
Humanoid Task Priority Optimizer
A task prioritization engine built for humanoid systems
operating in dynamic environments with multiple objectives.
This model evaluates urgency, resource availability,
and contextual relevance before execution.
Capabilities
Dynamic task scoring
Resource-aware prioritization
Context-sensitive reordering
Execution efficiency balancing
Use Cases
Logistics humanoids
Multi-role service robots
Autonomous workplace assistants
Smart… See the full description on the dataset page: https://huggingface.co/datasets/ariefansclub/humanoid-task-priority-optimizer.AI_BATTERY_OPTIMIZER
Dataset Card for AI Battery Optimizer
The AI Battery Optimizer Dataset contains synthetic smartphone battery usage logs created during the development of the AI Battery Optimizer App.It is intended for research and experimentation on battery prediction, app usage forecasting, and adaptive resource management.
Dataset Details
This dataset logs:
Battery percentage over time
Power usage (mW)
Estimated time remaining
Predicted app usage with confidence score
Screen… See the full description on the dataset page: https://huggingface.co/datasets/yetn/AI_BATTERY_OPTIMIZER.AI_BATTERY_OPTIMIZER
Dataset Card for AI Battery Optimizer
The AI Battery Optimizer Dataset contains synthetic smartphone battery usage logs created during the development of the AI Battery Optimizer App.It is intended for research and experimentation on battery prediction, app usage forecasting, and adaptive resource management.
Dataset Details
This dataset logs:
Battery percentage over time
Power usage (mW)
Estimated time remaining
Predicted app usage with confidence score
Screen… See the full description on the dataset page: https://huggingface.co/datasets/lavanya251104/AI_BATTERY_OPTIMIZER.han-memory-retrieval-optimizer-v1
Humanoid Memory Retrieval Optimizer
This model optimizes how humanoid agents
search and retrieve stored memories.
It balances speed, accuracy, and relevance.
Capabilities
Recall prioritization
Latency reduction
Context-aware retrieval
Input
Query context
Memory index
Output
Retrieved knowledge set
Part of
Humanoid Network (HAN)
License
MIT
query_optimizeroptimizer-dataset-querysql-optimizer
Dataset Card for Dataset Name
Dataset Summary
This dataset card aims to be a base template for new datasets. It has been generated using this raw template.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
[More Information Needed]
Data Splits
[More Information Needed]
Dataset Creation… See the full description on the dataset page: https://huggingface.co/datasets/HermosaReina/sql-optimizer.