MyGrad VS ivy

Compare MyGrad vs ivy and see what are their differences.

MyGrad

Drop-in autodiff for NumPy. (by rsokl)
Numpy Autograd autodifferentiation Deep Learning Autodiff backpropagate
Source Code
mygrad.readthedocs.io
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ivy

The Unified Machine Learning Framework [Moved to: https://github.com/unifyai/ivy] (by ivy-dl)
Python Machine Learning Deep Learning neural-network GPU Autograd Ivy Abstraction Template Tensorflow Pytorch Mxnet Numpy Jax

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MyGrad ivy
1 1
186 10,475
- -
3.0 10.0
25 days ago 12 months ago
Python Python
MIT License 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.

MyGrad

Posts with mentions or reviews of MyGrad. We have used some of these posts to build our list of alternatives and similar projects.

ivy

Posts with mentions or reviews of ivy. We have used some of these posts to build our list of alternatives and similar projects.
  • Need internship/part time role in AI/ML/Data Science field.
    1 project | /r/jobs | 29 Apr 2023
    As a volunteer developer at Ivy, I also been actively contributing to the project for several months now. I extended the Ivy Functional API by adding some linear algebra functions - matrix_exp (https://github.com/ivy-dl/ivy/blob/dev/ivy/linalg/matrix_exp.py) and diff (https://github.com/ivy-dl/ivy/blob/dev/ivy/linalg/diff.py) - to all four popular deep learning frameworks: NumPy, TensorFlow, PyTorch, and JAX. These functions allowed developers to perform matrix exponentiation and differentiation operations more efficiently and easily using any of these frameworks.

What are some alternatives?

When comparing MyGrad and ivy you can also consider the following projects:

SmallPebble - Minimal deep learning library written from scratch in Python, using NumPy/CuPy.

machine_learning_refined - Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).

pytorch_sparse - PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

tensorboardX - tensorboard for pytorch (and chainer, mxnet, numpy, ...)

foolbox - A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

pennylane - PennyLane is a cross-platform Python library for differentiable programming of quantum computers. Train a quantum computer the same way as a neural network.

tensor-sensor - The goal of this library is to generate more helpful exception messages for matrix algebra expressions for numpy, pytorch, jax, tensorflow, keras, fastai.

leptonai - A Pythonic framework to simplify AI service building

PDEBench - PDEBench: An Extensive Benchmark for Scientific Machine Learning

bayesian-neural-network-pytorch - PyTorch implementation of bayesian neural network.

robot - Functions and classes for gradient-based robot motion planning, written in Ivy.

robot - Functions and classes for gradient-based robot motion planning, written in Ivy. [Moved to: https://github.com/unifyai/robot]

MyGrad vs SmallPebble ivy vs machine_learning_refined MyGrad vs pytorch_sparse ivy vs tensorboardX ivy vs foolbox ivy vs pennylane ivy vs tensor-sensor ivy vs leptonai ivy vs PDEBench ivy vs bayesian-neural-network-pytorch ivy vs robot ivy vs robot