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Projects in Awesome Lists tagged with optuna
A curated list of projects in awesome lists tagged with optuna .
https://github.com/neptune-ai/neptune-client
📘 The MLOps stack component for experiment tracking
comparison dl keras learning lightgbm logger logging machine ml mlops monitoring optimization optuna pytorch repository rl tensorflow versioning visualization xgboost
Last synced: 02 Oct 2024
https://github.com/jmrichardson/tuneta
Intelligently optimizes technical indicators and optionally selects the least intercorrelated for use in machine learning models
correlation finance hyperparameter-optimization machine-learning optimize optuna pareto-front stock-market stocks technical-analysis technical-indicators trading trading-systems tune
Last synced: 01 Aug 2024
https://github.com/MolecularAI/QSARtuna
QSARtuna: QSAR model building with the optuna framework
chemprop compchem computational-chemistry explainability hyperparameter-optimization optuna peptide-modelling qsar qsar-models uncertainty-estimation
Last synced: 26 Sep 2024
https://github.com/cthoyt/class-resolver
🔍 Lookup classes and instantiate them with style
Last synced: 03 Aug 2024
https://github.com/weiji14/deepbedmap
Going beyond BEDMAP2 using a super resolution deep neural network. Also a convenient flat file data repository for high resolution bed elevation datasets around Antarctica.
antarctica bedmap binder chainer data-science deep-neural-network digital-elevation-model flat-file-db generative-adversarial-network glaciology jupyter-notebook optuna pangeo remote-sensing super-resolution
Last synced: 08 Aug 2024
https://github.com/minyus/optkeras
OptKeras: wrapper around Keras and Optuna for hyperparameter optimization
deep deep-learning hyperparameter-optimization hyperparameters keras neural-network optuna
Last synced: 27 Sep 2024
https://github.com/klieret/ray-tune-slurm-demo
Testing ray tune with slurm batch submission and optuna and wandb
hyperparameter-optimization hyperparameter-tuning ml optuna ray slurm wandb
Last synced: 03 Oct 2024
https://github.com/tokusumi/hyperparameter_tuning
Optuna hyperparameter search wrapper
Last synced: 01 Oct 2024
https://github.com/filipspl/optuml
Optuna-optimized ML methods, with scikit-learn like API
hyperparameter-optimization hyperparameter-tuning machine-learning optuna python python-module scikit-learn
Last synced: 29 Sep 2024
https://github.com/szymon-budziak/real_estate_house_prices_prediction
Predicting real estate house prices using various machine learning algorithms, including data exploration, preprocessing, model training, and evaluation.
data-analysis data-preprocessing data-science eda jupyter-notebook machine-learning matplotlib numpy optuna pandas predictive-modeling price-prediction python random-forest regression scikit-learn seaborn
Last synced: 26 Sep 2024
