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+ ---
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+ language: en
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+ license: apache-2.0
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+ tags:
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+ - energy
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+ - synthetic-data
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+ - AMI
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+ - load-profiles
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+ - new-england
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+ - CVAE
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+ library_name: pytorch
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+ ---
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+
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+ # OpenSynth New England — CVAE Weights
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+
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+ Conditional Variational Autoencoder for generating synthetic AMI load profiles
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+ conditioned on New England housing archetypes, heating fuel, weather, and DER.
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+
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+ ## Usage
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+
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+ ```python
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+ pip install opensynth-newengland[cvae]
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+ # Download weights to src/opensynth_ne/weights/
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+ from opensynth_ne import generate_day
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+ df, summary = generate_day(archetype="colonial", fuel="oil", month=0)
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+ ```
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+
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+ ## Architecture
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+
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+ - 948k parameters
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+ - 6-channel output: base, behav, heat, cool, ev, solar (96 timesteps each)
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+ - 32-dim latent space, 25-dim conditioning vector
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+ - Trained with cyclical beta annealing + free bits (0.5 nats/dim)
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+
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+ ## Training
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+
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+ - 500k synthetic profiles from v0 mock model
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+ - 200 epochs, early stopped at 70
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+ - Val reconstruction MSE: 0.2225
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+
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+ ## Repository
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+
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+ https://github.com/doctorbrownphd/opensynth-newengland