What Is Differentiable Programming

Introduction to Differentiable Programming https://www.assemblyai.com/blog/differentiable-programming-a-simple-introduction/ 8 comments 8/3/2022 learnmachinelearning

[2109.12449] AbstractDifferentiation.jl: Backend-Agnostic Differentiable Programming in Julia https://arxiv.org/abs/2109.12449 5 comments 28/9/2021 julia

[Book] Deep Learning with Swift for TensorFlow: Differentiable Programming with Swift https://link.springer.com/book/10.1007/978-1-4842-6330-3 8 comments 24/1/2021 swift

Swift: Google's bet on differentiable programming https://tryolabs.com/blog/2020/04/02/swift-googles-bet-on-differentiable-programming/ 22 comments 11/4/2020 rust

Swift: Google's bet on differentiable programming | Tryolabs Blog https://tryolabs.com/blog/2020/04/02/swift-googles-bet-on-differentiable-programming/ 36 comments 10/4/2020 programming

Swift: Google’s Bet on Differentiable Programming https://tryolabs.com/blog/2020/04/02/swift-googles-bet-on-differentiable-programming/ 17 comments 9/4/2020 swift

Swift: Google's bet on differentiable programming https://tryolabs.com/blog/2020/04/02/swift-googles-bet-on-differentiable-programming/ 4 comments 9/4/2020 programming

Differentiating Functional Programs http://languagengine.co/blog/differentiating-functional-programs/ 12 comments 12/9/2017 haskell

Let's Program a Calculus Student II: Turning Symbolic Differentiation Automatic https://iagoleal.com/posts/calculus-symbolic-ad/ 7 comments 10/5/2022 haskell

Differentiable Programming with Erik Meijer https://youtu.be/IkUvzoHuDi8 3 comments 1/8/2019 programming

Differentiable programming and deep learning with Julia https://arxiv.org/abs/1811.01457 8 comments 7/11/2018 programming

Programming with a Differentiable Forth Interpreter http://arxiv.org/abs/1605.06640 5 comments 25/5/2016 programming

Facebook Building Automatic Differentiation System for Kotlin Programming Language https://syncedreview.com/2020/11/19/facebook-building-automatic-differentiation-system-for-kotlin-programming-language/ 6 comments 19/11/2020 programming

I wrote a small program to numerically solve a Stochastic Differential Equation in Rust if anyone on this sub is interested. https://en.wikipedia.org/wiki/Stochastic_differential_equation 13 comments 27/10/2019 rust

Julia Computing & MIT Introduce Differentiable Programming System Bridging AI and Science https://medium.com/syncedreview/julia-computing-mit-introduce-differentiable-programming-system-bridging-ai-and-science-738c8a9eb0b9 5 comments 29/7/2019 programming

∂P: A Differentiable Programming System to Bridge Machine Learning and Scientific Computing https://arxiv.org/abs/1907.07587 3 comments 22/7/2019 programming

A Purely Functional Typed Approach to Trainable Models (Differentiable Programming in Haskell) https://blog.jle.im/entry/purely-functional-typed-models-1.html 5 comments 14/5/2018 programming

A Purely Functional Typed Approach to Trainable Models (Differentiable Programming in Haskell) https://blog.jle.im/entry/purely-functional-typed-models-1.html 26 comments 14/5/2018 haskell

C++ Differentiable Programming: Searching For An Optimal Dither Pattern https://blog.demofox.org/2017/12/23/c-differentiable-programming-searching-for-an-optimal-dither-pattern/ 9 comments 23/12/2017 programming

Julia Lab Research/Grants: Differentiable Programming and Scaling Scientific Machine Learning (SciML) https://julia.mit.edu/research-grants/ 10 comments 28/12/2021 julia

Are people using Swift for machine learning / differentiable programming outside of Apple? https://www.reddit.com/r/swift/comments/o7wzb8/are_people_using_swift_for_machine_learning/ 12 comments 25/6/2021 swift

What American universities have particularly strong graduate programs with respect to the research area of Partial Differential Equations? https://www.reddit.com/r/math/comments/7vqyo5/what_american_universities_have_particularly/ 5 comments 6/2/2018 math

Automatic Differentiation: From Forward to Reverse in Small Steps - An in-depth explanation of differentiable programming, for programmers https://getcode.substack.com/p/automatic-differentiation-from-forward?r=1dboko&s=w 3 comments 23/9/2022 programming

Using Taichi-lang, a programming language embedded in Python, to implement differentiable fluid simulation https://github.com/taichi-dev/taichi/blob/master/python/taichi/examples/autodiff/diff_sph/diff_sph.py 4 comments 12/7/2022 python

"Imagination launches Open Access program, providing scale-ups with a low-cost path to differentiated silicon" https://www.imaginationtech.com/news/imagination-launches-open-access-program-providing-scale-ups-with-a-low-cost-path-to-differentiated-silicon/ 8 comments 31/5/2022 hardware

[R] A Neural Network Solves and Generates Mathematics Problems by Program Synthesis: Calculus, Differential Equations, Linear Algebra, and More https://arxiv.org/abs/2112.15594 33 comments 3/1/2022 machinelearning

Fernando Arnaboldi: Exposing Hidden Exploitable Behaviors in Programming Languages Using Differential Fuzzing (pdf) https://www.blackhat.com/docs/eu-17/materials/eu-17-arnaboldi-exposing-hidden-exploitable-behaviors-in-programming-languages-using-differential-fuzzing-wp.pdf 10 comments 10/12/2017 programming

What is the Freedom differential between running a non-free program on STEAM vs running a non-free program not on STEAM? http://www.linuxveda.com/2012/07/30/richard-m-stallman-steam-good-gnulinux/ 20 comments 5/1/2016 gnu

This video explain why the incompleteness theorems were not a tragedy - it's argues that the Logicist Hilbert program never based the notion that the presence of a consistency proof has any value differentiating consistent from inconsistent systems on any grounding. https://www.youtube.com/watch?v=BmX03El8iOc 7 comments 22/8/2022 philosophy

New AI Solves, Grades & Generates University-Level Mathematics Problems(Calculus, Differential Equations, Linear Algebra, and More) by Program Synthesis https://medium.com/syncedreview/a-neural-network-solves-grades-generates-university-level-mathematics-problems-by-program-5e0c92b2cef5 11 comments 5/1/2022 futurology

A new report shows that the income gap between rich and poor in America is at an at 80-year high — the largest differential since the period immediately preceding the Great Depression. Economists fear that the education and job-creation programs that could bridge this gap are lacking. http://washingtonindependent.com/91038/with-income-gap-at-80-year-high-solutions-remain-elusive 3 comments 9/7/2010 economy