pytortto
ivy
pytortto | ivy | |
---|---|---|
1 | 1 | |
16 | 10,475 | |
- | - | |
7.7 | 10.0 | |
8 months ago | about 1 year ago | |
Python | Python | |
MIT License | GNU General Public License v3.0 or later |
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pytortto
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pytorch written in numpy and trains in GPU with cupy
I've implemented a simple workable "pytorch" using only numpy and it can be trained in GPU with the help of cupy (a library that runs numpy functions in GPU): https://github.com/samrere/pytortto.
ivy
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Need internship/part time role in AI/ML/Data Science field.
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?
chainer - A flexible framework of neural networks for deep learning
machine_learning_refined - Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
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]
ivy - The Unified AI Framework