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machine-learning-optimization

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

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

machine-learning deep-learning random-forest optimization genetic-algorithm machine-learning-algorithms hyperparameter-optimization artificial-neural-networks grid-search tuning-parameters bayesian-optimization hyperparameter-tuning random-search particle-swarm-optimization hpo automl automated-machine-learning python-examples python-samples machine-learning-optimization
  • Updated Sep 22, 2022
  • Jupyter Notebook

ksm26 / Carbon-Aware-Computing-for-GenAI-Developers

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Learn to optimize machine learning tasks for environmental sustainability. Discover how to use real-time electricity data and low-carbon energy sources for model training and inference, reducing the carbon footprint of your cloud operations.

google-cloud cloud-computing green-computing carbon-footprint model-training clean-energy environmental-impact carbon-intensity sustainable-ai genai carbon-aware-computing low-carbon-energy real-time-electricity-data electricitymaps machine-learning-optimization energy-efficient-ml
  • Updated Jul 15, 2024
  • Jupyter Notebook

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