A differentiable programming language with an integration primitive that soundly handles interactions among the derivative, integral, and discontinuities.
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Updated
Apr 8, 2024 - Python
A differentiable programming language with an integration primitive that soundly handles interactions among the derivative, integral, and discontinuities.
High order and sparse layers in pytorch. Lagrange Polynomial, Piecewise Lagrange Polynomial, Piecewise Discontinuous Lagrange Polynomial (Chebyshev nodes) and Fourier Series layers of arbitrary order. Piecewise implementations could be thought of as a 1d grid (for each neuron) where each grid element is Lagrange polynomial. Both full connected a…
A prototype differentiable programming language with an integration primitive that soundly handles interactions among the derivative, integral, and discontinuities and supports separate compilation.
Evaluate the Heaviside function.
Wraps drange for functional programming.
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