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431

5.4k

apache-2.0

194

Gorgonia is a library that helps facilitate machine learning in Go.

go golang gorgonia deeplearning deep-learning hacktoberfest neural-network differentiation gradient-descent machine-learning computation-graph graph-computation deep-neural-networks artificial-intelligence symbolic-differentiation automatic-differentiation

Created 2016-09-14

896 commits to master branch, last one 8 months ago

68

770

gpl-3.0

30

Computer Algebra, Physics and Differential Geometry in Clojure.

clojure physics sussman lagrangian hamiltonian symbolic-math physics-simulation differential-geometry symbolic-differentiation

Created 2014-09-08

1,188 commits to main branch, last one about a year ago

21

513

apache-2.0

20

🧩 Shape-Safe Symbolic Differentiation with Algebraic Data Types

types kotlin chinese optimization shape-safety linear-algebra message-passing computer-algebra gradient-descent array-programming algebraic-data-types multi-stage-programming symbolic-differentiation automatic-differentiation differentiable-programming

Created 2018-10-19

1,669 commits to master branch, last one about a year ago

5

45

gpl-3.0

3

High Dimensional Numerical and Symbolic Calculus in R

r curl taylor hermite hessian calculus einstein gradient jacobian laplacian r-package divergence finite-difference coordinate-systems numerical-derivation symbolic-computation numerical-derivatives symbolic-differentiation numerical-differentiation

Created 2019-10-27

89 commits to master branch, last one about a year ago

3

42

mit

11

Type-safe modelling DSL, symbolic transformation, and code generation for solving optimization problems.

edsl ipopt lbfgs haskell lbfgs-b solvers symbolic type-safety optimization machine-learning symbolic-computation type-level-programming optimization-algorithms symbolic-differentiation

Created 2020-06-02

1,283 commits to master branch, last one 11 months ago