ivy
FEMcy
| ivy | FEMcy | |
|---|---|---|
| 1 | 1 | |
| 10,475 | 121 | |
| - | - | |
| 10.0 | 2.6 | |
| about 1 year ago | 6 months ago | |
| Python | Python | |
| GNU General Public License v3.0 or later | MIT License |
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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.
FEMcy
What are some alternatives?
machine_learning_refined - Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
cupy - NumPy & SciPy for GPU
tensorboardX - tensorboard for pytorch (and chainer, mxnet, numpy, ...)
ivy - The Unified AI Framework
foolbox - A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
ImageAI - A python library built to empower developers to build applications and systems with self-contained Computer Vision capabilities
pennylane - PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Train a quantum computer the same way as a neural network.
taichi-fluid - A collection of CFD related resources for Taichi developers.
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.
taichi-ngp-renderer - An Instants-NGP renderer that has been implemented using Taichi
leptonai - A Pythonic framework to simplify AI service building
PDEBench - PDEBench: An Extensive Benchmark for Scientific Machine Learning