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Optimization In Deep Learning

Optimization algorithms commonly used in deep learning, mini-batch GD, SGD, and momentum methods AdapGrad, Adam... advanced methods Newton, quasi-Newton, L-BFGS...
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8
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Most Recent Commit
5 years ago
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Python
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Alternatives To Optimization In Deep Learning
Project NameStarsDownloadsRepos Using ThisPackages Using ThisMost Recent CommitTotal ReleasesLatest ReleaseOpen IssuesLicenseLanguage
Captainblackboard1,047
a year ago85mitC++
船长关于机器学习、计算机视觉和工程技术的总结和分享
Awesome Robotics817
6 months ago4
A curated list of awesome links and software libraries that are useful for robots.
Ensmallen67517 months ago9July 07, 202112otherC++
A header-only C++ library for numerical optimization --
Dist Keras611
6 years ago2October 26, 201735gpl-3.0Python
Distributed Deep Learning, with a focus on distributed training, using Keras and Apache Spark.
L4casadi175
6 months ago4November 30, 2023mitPython
Use PyTorch Models with CasADi and Acados in Python, C(++) or Matlab
Deeplearning.ai110
6 years agoHTML
Viz_torch_optim96
6 years agoJupyter Notebook
Videos of deep learning optimizers moving on 3D problem-landscapes
Psgd_torch86
5 months agoPython
Pytorch implementation of preconditioned stochastic gradient descent (affine group preconditioner, low-rank approximation preconditioner and more)
Jestimator77
5 months ago5December 05, 20221apache-2.0Python
Amos optimizer with JEstimator lib.
Hyper Engine69
16 years ago2February 10, 20188apache-2.0Python
Python library for Bayesian hyper-parameters optimization
Alternatives To Optimization In Deep Learning
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Ensmallen ⭐ 675
A header-only C++ library for numerical optimization --
dependent packages 1total releases 9most recent commit 7 months ago
Deeplearning.ai ⭐ 110
most recent commit 6 years ago
Jestimator ⭐ 77
Amos optimizer with JEstimator lib.
total releases 5most recent commit 5 months ago


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