TensorFlow.jl VS FiniteDiff.jl

Compare TensorFlow.jl vs FiniteDiff.jl and see what are their differences.

TensorFlow.jl

A Julia wrapper for TensorFlow (by malmaud)
Wrapper GPU Julia Tensorflow Machine Learning
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FiniteDiff.jl

Fast non-allocating calculations of gradients, Jacobians, and Hessians with sparsity support (by JuliaDiff)
jacobians hessians Derivatives Gradients Julia Fast GPU sparse-matrix Sparse banded non-allocating Coloring
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TensorFlow.jl FiniteDiff.jl
1 1
879 238
- 2.5%
0.0 6.5
almost 3 years ago 17 days ago
Julia Julia
GNU General Public License v3.0 or later 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.

TensorFlow.jl

Posts with mentions or reviews of TensorFlow.jl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-06-16.
  • Flux vs. TensorFlow
    2 projects | /r/Julia | 16 Jun 2021
    My understanding is that Tensorflow.jl does not wrap the Python library, but the underlying C implementation. So it was an alternative to the Python version, not just a wrapper of it, and this gave it some advantages: https://github.com/malmaud/TensorFlow.jl/blob/master/docs/src/why_julia.md

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.

What are some alternatives?

When comparing TensorFlow.jl and FiniteDiff.jl you can also consider the following projects:

Zygote.jl - 21st century AD

ForwardDiff.jl - Forward Mode Automatic Differentiation for Julia

julia - The Julia Programming Language

CUDA.jl - CUDA programming in Julia.

FastAI.jl - Repository of best practices for deep learning in Julia, inspired by fastai

NDTensors.jl - A Julia package for n-dimensional sparse tensors.

Vulkan.jl - Using Vulkan from Julia

Oceananigans.jl - 🌊 Julia software for fast, friendly, flexible, ocean-flavored fluid dynamics on CPUs and GPUs

Metal.jl - Metal programming in Julia

ReLambertW.jl - Fast real valued Lambert W and Wright omega functions for Julia.

MLJ.jl - A Julia machine learning framework

Makie.jl - Interactive data visualizations and plotting in Julia

TensorFlow.jl vs Zygote.jl FiniteDiff.jl vs ForwardDiff.jl TensorFlow.jl vs julia FiniteDiff.jl vs CUDA.jl TensorFlow.jl vs FastAI.jl FiniteDiff.jl vs NDTensors.jl TensorFlow.jl vs Vulkan.jl FiniteDiff.jl vs Oceananigans.jl TensorFlow.jl vs Metal.jl FiniteDiff.jl vs ReLambertW.jl TensorFlow.jl vs MLJ.jl FiniteDiff.jl vs Makie.jl