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集合主题趋势排行榜
#

parameter-tuning

Website
Wikipedia
https://static.github-zh.com/github_avatars/EpistasisLab?size=40
EpistasisLab / tpot

#计算机科学#A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

机器学习Python数据科学automl自动化scikit-learnhyperparameter-optimizationmodel-selectionparameter-tuningautomated-machine-learningrandom-forestgradient-boostingfeature-engineering
Jupyter Notebook 9.92 k
1 个月前
https://static.github-zh.com/github_avatars/databricks?size=40
databricks / spark-sklearn

#计算机科学#(Deprecated) Scikit-learn integration package for Apache Spark

Apache Sparkscikit-learnparameter-tuning机器学习
Python 1.08 k
6 年前
https://static.github-zh.com/github_avatars/sberbank-ai-lab?size=40
sberbank-ai-lab / LightAutoML

#自然语言处理#LAMA - automatic model creation framework

automlclassificationregressionPyTorch自然语言处理model-selectionparameter-tuningautomated-machine-learninglamapipeline数据科学feature-engineeringstackingkagglegradient-boostingblackbox
Python 926
3 年前
https://static.github-zh.com/github_avatars/aimclub?size=40
aimclub / FEDOT

#计算机科学#Automated modeling and machine learning framework FEDOT

automl机器学习evolutionary-algorithmsautomated-machine-learninghyperparameter-optimizationparameter-tuning自动化multimodality
Python 673
4 天前
https://static.github-zh.com/github_avatars/cerlymarco?size=40
cerlymarco / shap-hypetune

A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.

parameter-tuninghyperparameter-optimizationfeature-selectionmodel-selectionxgboostlightgbmshap
Jupyter Notebook 577
1 年前
https://static.github-zh.com/github_avatars/SimonBlanke?size=40
SimonBlanke / Hyperactive

#计算机科学#An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.

hyperparameter-optimizationscikit-learn机器学习Python数据科学parameter-tuningxgboostKeras深度学习bayesian-optimizationparallel-computingneural-architecture-searchautomated-machine-learningoptimizationPyTorchfeature-engineeringmodel-selection
Python 523
6 天前
https://static.github-zh.com/github_avatars/EpistasisLab?size=40
EpistasisLab / tpot2

#计算机科学#A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

automated-machine-learning自动化automl数据科学feature-engineeringgradient-boostinghyperparameter-optimization机器学习model-selectionparameter-tuningPythonrandom-forestscikit-learn
Jupyter Notebook 233
4 个月前
https://static.github-zh.com/github_avatars/baggepinnen?size=40
baggepinnen / Hyperopt.jl

Hyperparameter optimization in Julia.

hyperparameter-optimizationoptimizationparameter-tuningbayesian-optimization
Julia 200
2 年前
https://static.github-zh.com/github_avatars/openmole?size=40
openmole / openmole

Workflow engine for exploration of simulation models using high throughput computing

Scalaworkflowmodeling-tooldistributed-computingscientific-computingworkflow-enginegridparameter-tuningparameter-estimation
Scala 144
11 天前
https://static.github-zh.com/github_avatars/jfcg?size=40
jfcg / sorty

⚡ Fast Concurrent / Parallel Sorting in Go

concurrencyGosortingparameter-tuningparallelism
Go 137
1 年前
https://static.github-zh.com/github_avatars/kennedyCzar?size=40
kennedyCzar / STOCK-RETURN-PREDICTION-USING-KNN-SVM-GUASSIAN-PROCESS-ADABOOST-TREE-REGRESSION-AND-QDA

Forecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning to Forecast Stock Return. Approach Used by Hedge Funds to Selec...

stockpredictionpredictive-modelingknn-classifieradaboostdecision-treeparameter-tuningpipelinerandom-forestlogistic-regressionalgorithmic-tradingstocks
Jupyter Notebook 134
3 年前
https://static.github-zh.com/github_avatars/HAL-42?size=40
HAL-42 / AlchemyCat

#计算机科学#Alchemy Cat —— 🔥Config System for SOTA

auto-tuning机器视觉configuration深度学习机器学习parameter-tuning
Python 115
3 个月前
https://static.github-zh.com/github_avatars/openmole?size=40
openmole / mgo

Purely functional genetic algorithms for multi-objective optimisation

genetic-algorithmScalaoptimisation函数式编程parameter-tuninghyperparameter-optimizationhyperparameter-tuning
Scala 72
18 天前
https://static.github-zh.com/github_avatars/aimclub?size=40
aimclub / iOpt

Framework of intelligent optimization methods iOpt

hyperparameter-optimizationparameter-tuning
Python 54
1 个月前
https://static.github-zh.com/github_avatars/fugue-project?size=40
fugue-project / tune

#计算机科学#An abstraction layer for parameter tuning

parameter-tuninghyperparameter-tuninghyperparameter-optimization机器学习distributed-computingdistributeddistributed-systems
Python 35
9 个月前
https://static.github-zh.com/github_avatars/AmiiThinks?size=40
AmiiThinks / AlphaEx

A Python Toolkit for Managing a Large Number of Experiments

experimentPythonparameter-tuning
Python 32
1 年前
https://static.github-zh.com/github_avatars/lasgroup?size=40
lasgroup / gosafeopt

Globally Safe Model-free Exploration of Dynamical Systems

bayesian-optimizationparameter-tuning
Python 31
7 个月前
https://static.github-zh.com/github_avatars/NikhilaThota?size=40
NikhilaThota / CapstoneProject_House_Prices_Prediction

#计算机科学#Understand the relationships between various features in relation with the sale price of a house using exploratory data analysis and statistical analysis. Applied ML algorithms such as Multiple Linear...

Pythonlinear-regression数据可视化数据分析predictive-modeling机器学习correlationdata-extractiondata-explorationencoding-libraryregularizationparameter-tuningcross-validation
Jupyter Notebook 26
7 年前
https://static.github-zh.com/github_avatars/uob-positron-imaging-centre?size=40
uob-positron-imaging-centre / ACCES-CoExSiST

Learning simulation parameters from experimental data, from the micro to the macro, from laptops to clusters.

Simulationcalibrationoptimizationphysics-simulationparameter-tuningparameter-estimationcomputational-fluid-dynamicsMedical imaging
Python 19
2 年前
https://static.github-zh.com/github_avatars/ssl-oyamata?size=40
ssl-oyamata / postgres_opttune

Trying PostgreSQL parameter tuning using machine learning.

optunaPostgreSQLtuningparameter-tuning
Python 19
4 年前
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