NDTensors.jl
A Julia package for n-dimensional sparse tensors. (by ITensor)
FiniteDiff.jl
Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support (by JuliaDiff)
| NDTensors.jl | FiniteDiff.jl | |
|---|---|---|
| 1 | 1 | |
| 27 | 238 | |
| - | 2.5% | |
| 7.3 | 6.5 | |
| almost 3 years ago | 21 days ago | |
| Julia | Julia | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
NDTensors.jl
Posts with mentions or reviews of NDTensors.jl.
We have used some of these posts to build our list of alternatives
and similar projects.
FiniteDiff.jl
Posts with mentions or reviews of FiniteDiff.jl.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-08-25.
-
Question About Numerical Derivatives/Gradients: Why has no one yet implemented a gradient function in Julia that is similar to the gradient function in MATLAB and NumPy?
There is a finite difference gradient in https://github.com/JuliaDiff/FiniteDiff.jl
What are some alternatives?
When comparing NDTensors.jl and FiniteDiff.jl you can also consider the following projects:
TensorOperations.jl - Julia package for tensor contractions and related operations
ForwardDiff.jl - Forward Mode Automatic Differentiation for Julia
julia - The Julia Programming Language
CUDA.jl - CUDA programming in Julia.
Grassmann.jl - ⟨Grassmann-Clifford-Hodge⟩ multilinear differential geometric algebra
Oceananigans.jl - 🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs
Pluto.jl - 🎈 Simple reactive notebooks for Julia
TensorFlow.jl - A Julia wrapper for TensorFlow
ReLambertW.jl - Fast real valued Lambert W and Wright omega functions for Julia.
Makie.jl - Interactive data visualizations and plotting in Julia