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The Top 23 Tensor Automatic Differentiation Open Source Projects

Open source projects categorized as Tensor Automatic Differentiation
Categories > Machine Learning > Automatic Differentiation
Effectivepytorch ⭐ 1,321
PyTorch tutorials and best practices.
most recent commit 2 years ago
Arraymancer ⭐ 1,177
A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends
most recent commit 3 months ago
Aesara ⭐ 1,122
Aesara is a Python library for defining, optimizing, and efficiently evaluating mathematical expressions involving multi-dimensional arrays.
dependent packages 16total releases 74most recent commit 4 months agopypi aesara} Downloads
Tullio.jl ⭐ 559
⅀
most recent commit 6 months ago
Grassmann.jl ⭐ 429
⟨Grassmann-Clifford-Hodge⟩ multilinear differential geometric algebra
most recent commit 5 months ago
Rust Autograd ⭐ 413
Tensors and differentiable operations (like TensorFlow) in Rust
dependent packages 1total releases 35most recent commit a year agocargo autograd} Downloads
Tensors.jl ⭐ 164
Efficient computations with symmetric and non-symmetric tensors with support for automatic differentiation.
most recent commit 6 months ago
Omeinsum.jl ⭐ 152
One More Einsum for Julia! With runtime order-specification and high-level adjoints for AD
most recent commit 3 months ago
Freetensor ⭐ 106
A language and compiler for irregular tensor programs.
most recent commit 3 months ago
Tensorgrad ⭐ 90
Differentiable Programming Tensor Networks
most recent commit 3 years ago
Deepnet ⭐ 84
Deep.Net machine learning framework for F#
most recent commit 5 years ago
Tensornetworkad.jl ⭐ 77
Algorithms that combine tensor network methods with automatic differentiation
most recent commit 9 months ago
Exprgrad ⭐ 70
An experimental deep learning framework for Nim based on a differentiable array programming language
most recent commit a year ago
Dl4s ⭐ 64
Accelerated tensor operations and dynamic neural networks based on reverse mode automatic differentiation for every device that can run Swift - from watchOS to Linux
total releases 2most recent commit 2 years ago
Funfact ⭐ 50
Tensor decomposition with arbitrary expressions: inner, outer, elementwise operators; nonlinear transformations; and more.
total releases 18most recent commit 2 years ago
Hookean Springs Pytorch ⭐ 43
Hookean springs in PyTorch
most recent commit a year ago
Tensorial.jl ⭐ 22
Statically sized tensors and related operations for Julia
most recent commit 3 months ago
Tensoralgdiff ⭐ 18
Automatic Differentiation for Tensor Algebras
most recent commit 6 years ago
Contmechtensors.jl ⭐ 13
Efficient computations with symmetric and non-symmetric tensors with support for automatic differentiation.
most recent commit 7 years ago
Toeffipy ⭐ 13
ToeffiPy is a PyTorch like autograd/deep learning library based only on NumPy.
most recent commit 2 years ago
Dtrg ⭐ 11
most recent commit 4 years ago
Df ⭐ 7
Code for understanding automatic differentiation.
most recent commit 2 years ago
Albiruniml ⭐ 7
AlbiruniML is a linear algebra and machine learning library written in pure c# language inspired from tensorflow
most recent commit 3 years ago
The 3 Most Depended On Tensor Automatic Differentiation Open Source Projects
Tensortrax ⭐ 5
Math on (Hyper-Dual) Tensors with Trailing Axes
dependent packages 1total releases 57latest release October 03, 2023most recent commit 7 months agopypi tensortrax} Downloads
Rust Autograd ⭐ 413
Tensors and differentiable operations (like TensorFlow) in Rust
dependent packages 1total releases 35latest release November 28, 2021most recent commit a year agocargo autograd} Downloads
The 8 Latest Releases In Tensor Automatic Differentiation Open Source Projects
Tensortrax ⭐ 5
Math on (Hyper-Dual) Tensors with Trailing Axes
dependent packages 1total releases 57latest release October 03, 2023most recent commit 7 months agopypi tensortrax} Downloads
Rust Autograd ⭐ 413
Tensors and differentiable operations (like TensorFlow) in Rust
dependent packages 1total releases 35latest release November 28, 2021most recent commit a year agocargo autograd} Downloads
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