tensor-sensor
ivy
| tensor-sensor | ivy | |
|---|---|---|
| 1 | 1 | |
| 745 | 10,475 | |
| - | - | |
| 1.8 | 10.0 | |
| about 2 years ago | about 1 year ago | |
| Jupyter Notebook | Python | |
| MIT License | GNU General Public License v3.0 or later |
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tensor-sensor
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[Discussion] Should there be a new IDE built from the ground up for ML Engineers/Practioners?
Have you seen Terence Parr's TensorSensor
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?
get-started-with-JAX - The purpose of this repo is to make it easy to get started with JAX, Flax, and Haiku. It contains my "Machine Learning with JAX" series of tutorials (YouTube videos and Jupyter Notebooks) as well as the content I found useful while learning about the JAX ecosystem.
machine_learning_refined - Notes, examples, and Python demos for the 2nd edition of the textbook "Machine Learning Refined" (published by Cambridge University Press).
uvadlc_notebooks - Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
tensorboardX - tensorboard for pytorch (and chainer, mxnet, numpy, ...)
graphsignal-python - Graphsignal Tracer for Python
foolbox - A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
etils - Collection of eclectic utils for python.
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.
dynamax - State Space Models library in JAX
leptonai - A Pythonic framework to simplify AI service building
TF_JAX_tutorials - All about the fundamental blocks of TF and JAX!
PDEBench - PDEBench: An Extensive Benchmark for Scientific Machine Learning