differentiable-programming topic

List differentiable-programming repositories

optiland

491
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93
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491
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Comprehensive optical design, optimization, and analysis in Python, including GPU-accelerated and differentiable ray tracing via PyTorch.

warp

6.0k
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404
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6.0k
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A Python framework for accelerated simulation, data generation and spatial computing.

dSGP4

24
Stars
8
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dSGP4: differentiable SGP4. Supports differentiability, ML integration & embarassingly parallel computations

blackbirds

17
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1
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Black-Box Inference foR Differentiable Simulators

pcax

28
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1
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Differentiable Principal Component Analysis (PCA) implementation in JAX