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autodiff

Burn is a next generation Deep Learning Framework that doesn't compromise on flexibility, efficiency and portability.

Rust
12632
9 小时前

Source-to-Source Debuggable Derivatives in Pure Python

Python
2317
3 年前
C++
1828
7 个月前

Transparent calculations with uncertainties on the quantities involved (aka "error propagation"); calculation of derivatives.

Python
625
1 个月前

DiffSharp: Differentiable Functional Programming

F#
601
1 年前

Assignment 1: automatic differentiation

Python
473
6 年前

AutoBound automatically computes upper and lower bounds on functions.

Python
361
1 年前

An interface to various automatic differentiation backends in Julia.

Julia
270
2 天前

Drop-in autodiff for NumPy.

Python
211
8 天前

A JIT compiler for hybrid quantum programs in PennyLane

Python
176
2 天前

Autodifferentiation package in Rust.

Rust
176
7 年前

[Experimental] Graph and Tensor Abstraction for Deep Learning all in Common Lisp

Common Lisp
147
8 个月前

Small deep learning library written from scratch in Python, using NumPy/CuPy.

Python
124
3 年前

An experimental deep learning framework for Nim based on a differentiable array programming language

Nim
121
3 年前