datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Multi-Agent_Reinforcement_Learning_Trading_System_Data
📊 Multi-Agent RL Trading System - Dataset
This dataset contains historical OHLCV (Open, High, Low, Close, Volume) data for AAPL, MSFT, and GOOGL, pre-processed for Reinforcement Learning based trading systems.
📁 Dataset Content
The dataset consists of CSV files downloaded via yfinance:
AAPL.csv: Apple Inc. daily data (Jan 2018 - Dec 2024).
MSFT.csv: Microsoft Corp. daily data (Jan 2018 - Dec 2024).
GOOGL.csv: Alphabet Inc. daily data (Jan 2018 - Dec 2024).
📝… See the full description on the dataset page: https://huggingface.co/datasets/AdityaaXD/Multi-Agent_Reinforcement_Learning_Trading_System_Data.Multi-Agent_Reinforcement_Learning_Trading_System_Data
📊 Multi-Agent RL Trading System - Dataset
This dataset contains historical OHLCV (Open, High, Low, Close, Volume) data for AAPL, MSFT, and GOOGL, pre-processed for Reinforcement Learning based trading systems.
📁 Dataset Content
The dataset consists of CSV files downloaded via yfinance:
AAPL.csv: Apple Inc. daily data (Jan 2018 - Dec 2024).
MSFT.csv: Microsoft Corp. daily data (Jan 2018 - Dec 2024).
GOOGL.csv: Alphabet Inc. daily data (Jan 2018 - Dec 2024).… See the full description on the dataset page: https://huggingface.co/datasets/sanjaydoss/Multi-Agent_Reinforcement_Learning_Trading_System_Data.ds021-3d-grid-reinforced-concrete
3D Grid on Reinforced Concrete: Rebar Mesh and Diagonal Electrical Cable
GPRbase ds021. Raw Ground Penetrating Radar (GPR) field data recorded with a GSSI 2700 MHz system on a reinforced concrete slab: a 3D grid of 38 profiles over a 1.2 × 0.6 m area. The data are free to use for education, training and research under CC BY-NC-SA 4.0.
Why this dataset is useful
The slab contains a reinforcement mesh and an electrical cable that crosses the survey area diagonally.… See the full description on the dataset page: https://huggingface.co/datasets/gprbase/ds021-3d-grid-reinforced-concrete.africa-synth-steel-reinforcement-properties-nigeria
Africa Synth Steel Reinforcement Properties Nigeria | Africa (Electric Sheep Africa metadata inventory)
Size category: 10K<n<100K - Formats: csv - Sector: infrastructure_transport - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-steel-reinforcement-properties-nigeria.nanocomposite-reinforcement-matrix-coherence-baseline-mapping-v0.1What this dataset tests
Whether a system can detect loss of load-transfer coherence
between reinforcement and matrix
before bulk composite failure.
Focus is interface integrity.
Not ultimate fracture.
Required outputs
coupling_coherence_score
debonding_risk_flag
failure_horizon_cycles
critical_interface_region
minimal_intervention
Use case
Predict delamination risk
in CNT, fiber, and nano-reinforced composites
from multi-signal coherence decay.