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LiYangHart / Hyperparameter-Optimization-of-Machine-Learning-Algorithms

Star 926

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

machine-learning deep-learning random-forest optimization svm genetic-algorithm machine-learning-algorithms hyperparameter-optimization artificial-neural-networks grid-search tuning-parameters knn bayesian-optimization hyperparameter-tuning random-search particle-swarm-optimization hpo python-examples python-samples hyperband
  • Updated Apr 4, 2022
  • Jupyter Notebook
Gradient-Free-Optimizers

SimonBlanke / Gradient-Free-Optimizers

Star 874

Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.

machine-learning optimization constrained-optimization hyperparameter-optimization meta-heuristic simulated-annealing hill-climbing bayesian-optimization nelder-mead random-search particle-swarm-optimization evolution-strategies blackbox-optimization gradient-free-optimization tree-of-parzen-estimator hyperactive
  • Updated Feb 27, 2022
  • Python

Evolutionary-Intelligence / pypop

Star 11

PyPop7: A Pure-PYthon library of POPulation-based OPtimization for continuous black-box problems.

machine-learning python-library evolutionary-algorithms global-optimization black-box-optimization numerical-optimization random-search optimization-algorithms metaheuristics evolution-strategies continuous-optimization unconstrained-optimization large-scale-optimization derivative-free-optimization gradient-free-optimization zeroth-order-optimization direct-search population-based-optimization randomized-heuristics stochastic-search
  • Updated Jun 5, 2022
  • Python

franneck94 / TensorCross

Star 10
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[REQ] Example for TensorBoard usage

franneck94
franneck94 commented Nov 28, 2020

System information

OS Platform and Distribution: All
TensorFlow version: 2.0+
Python version: 3.7+

Source code / logs

In Release 0.2.0 the creation of sub folders for a TensorBoard callback was added.
Add an example for the GridSearchCV in combination of a TensorBoard callback.
Releated Issue: #31

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documentation good first issue

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