[ICLR 2021 top 3%] Is Attention Better Than Matrix Decomposition?
Experimental tensor-typed deep learning
A common interface for quadrature and numerical integration for the SciM...
L1: Tensor Studio — The playground for tensors
A unified end-to-end learning and control framework that is able to lear...
Differentiable Programming Algorithms in Modern C++
A differentiable simulator for scientific machine learning (SciML) with ...
Differentiating convex optimization programs w.r.t. program parameters
Tools for building non-allocating pre-cached functions in Julia, allowin...
A JAX-based research framework for writing differentiable numerical simu...
Source code for the examples accompanying the paper "Learning convex opt...
Probabilistic Answer Set Programming and Probabilistic SAT solving, base...
An energy-based formulation for soft-bodied virtual creatures
Hitchhiker's Guide to Deep Learning for Computational Scientists
A differentiable programming language with an integration primitive that...