ML-Optimizers-JAX VS AdasOptimizer

Compare ML-Optimizers-JAX vs AdasOptimizer and see what are their differences.

ML-Optimizers-JAX

Toy implementations of some popular ML optimizers using Python/JAX (by shreyansh26)
Jax optimization-algorithms Optimizers Machine Learning gradient-descent adam-optimizer adam Momentum
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AdasOptimizer

ADAS is short for Adaptive Step Size, it's an optimizer that unlike other optimizers that just normalize the derivative, it fine-tunes the step size, truly making step size scheduling obsolete, achieving state-of-the-art training performance (by YanaiEliyahu)
Optimizer adam adam-optimizer artifical-neural-network Deep Learning Mnist Machine Learning
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ML-Optimizers-JAX AdasOptimizer
1 2
40 85
- -
4.5 5.8
almost 3 years ago about 3 years ago
Python C++
- MIT License
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.
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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.

ML-Optimizers-JAX

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

AdasOptimizer

Posts with mentions or reviews of AdasOptimizer. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-01-15.

What are some alternatives?

When comparing ML-Optimizers-JAX and AdasOptimizer you can also consider the following projects:

RAdam - On the Variance of the Adaptive Learning Rate and Beyond

DemonRangerOptimizer - Quasi Hyperbolic Rectified DEMON Adam/Amsgrad with AdaMod, Gradient Centralization, Lookahead, iterative averaging and decorrelated Weight Decay

imagenette - A smaller subset of 10 easily classified classes from Imagenet, and a little more French

dm-haiku - JAX-based neural network library

pytorch-optimizer - torch-optimizer -- collection of optimizers for Pytorch

trax - Trax — Deep Learning with Clear Code and Speed

tensorflow - An Open Source Machine Learning Framework for Everyone

dnn_from_scratch - A high level deep learning library for Convolutional Neural Networks,GANs and more, made from scratch(numpy/cupy implementation).

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

flaxOptimizers - A collection of optimizers, some arcane others well known, for Flax.

Caffe - Caffe: a fast open framework for deep learning.

ML-Optimizers-JAX vs RAdam AdasOptimizer vs DemonRangerOptimizer ML-Optimizers-JAX vs DemonRangerOptimizer AdasOptimizer vs imagenette ML-Optimizers-JAX vs dm-haiku AdasOptimizer vs pytorch-optimizer ML-Optimizers-JAX vs trax AdasOptimizer vs tensorflow ML-Optimizers-JAX vs dnn_from_scratch AdasOptimizer vs Pytorch ML-Optimizers-JAX vs flaxOptimizers AdasOptimizer vs Caffe