ivy
tensorboardX
ivy | tensorboardX | |
---|---|---|
1 | 1 | |
10,475 | 7,801 | |
- | - | |
10.0 | 7.0 | |
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.
tensorboardX
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[D] 2022 State of Competitive ML -- The Downfall of TensorFlow
Tensorboardx is your friend: https://github.com/lanpa/tensorboardX
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).
oobabooga-macOS - Optimizing performance, building and installing packages required for oobabooga, AI and Data Science on Apple Silicon GPU. The goal is to optimize wherever possible, from the ground up.
foolbox - A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
tbparse - Load tensorboard event logs as pandas DataFrames for scientific plotting; Supports both PyTorch and TensorFlow
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.
tfgraphviz - A visualization tool to show a TensorFlow's graph like TensorBoard
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.
aim - Aim 💫 — An easy-to-use & supercharged open-source experiment tracker.
leptonai - A Pythonic framework to simplify AI service building
datasets - 🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools
PDEBench - PDEBench: An Extensive Benchmark for Scientific Machine Learning
ivy - The Unified AI Framework