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AI / ML Pipeline
simulator.

Compose a machine learning pipeline from data ingestion to model deployment. Select a framework, add components across each stage, then train — the terminal shows real epoch logs and accuracy curves.

Pipeline viewpytorch · 5 stages
Data Sources
CSVCSV / ParquetFlat file ingestion
Preprocessing
CLNData CleanerImputation & dedup
Model
NNNeural NetworkDeep learning
Infrastructure
GPUGPU ClusterA100 / H100
Serving
APIREST APIReal-time inference
$420/mo
Est. Cost
96.0%
Accuracy
10 ms
Latency
3.0k
Throughput/s
5
Stages
5 components active

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