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The Top 22 Parameter Tuning Open Source Projects

Open source projects categorized as Parameter Tuning
Categories > Parameter Tuning
Tpot ⭐ 9,463
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 22total releases 62most recent commit 2 months agopypi TPOT} Downloads
Spark Sklearn ⭐ 1,039
(Deprecated) Scikit-learn integration package for Apache Spark
total releases 8most recent commit 4 years ago
Lightautoml ⭐ 769
LAMA - automatic model creation framework
total releases 2most recent commit 2 years ago
Fedot ⭐ 582
Automated modeling and machine learning framework FEDOT
dependent packages 1total releases 19most recent commit 3 months agopypi fedot} Downloads
Shap Hypetune ⭐ 496
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
dependent packages 1total releases 9most recent commit 6 months agopypi shap-hypetune} Downloads
Hyperactive ⭐ 475
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 5total releases 75most recent commit 4 months agopypi hyperactive} Downloads
Hyperopt.jl ⭐ 191
Hyperparameter optimization in Julia.
most recent commit 6 months ago
Openmole ⭐ 141
Workflow engine for exploration of simulation models using high throughput computing
most recent commit 3 months ago
Sorty ⭐ 118
⚡ Fast Concurrent / Parallel Sorting in Go
dependent packages 1total releases 53most recent commit a year ago
Tpot2 ⭐ 118
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
total releases 4most recent commit 4 months ago
Stock Return Prediction Using Knn Svm Guassian Process Adaboost Tree Regression And Qda ⭐ 85
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 Select Tradeable Stocks
most recent commit 2 years ago
Mgo ⭐ 71
Purely functional genetic algorithms for multi-objective optimisation
dependent packages 1total releases 9most recent commit 3 months ago
Iopt ⭐ 42
Framework of intelligent optimization methods iOpt
dependent packages 1total releases 7most recent commit 4 months agopypi iOpt} Downloads
Alphaex ⭐ 30
A Python Toolkit for Managing a Large Number of Experiments
most recent commit 5 months ago
Tune ⭐ 30
An abstraction layer for parameter tuning
dependent packages 1total releases 26most recent commit a year agopypi tune} Downloads
Acces Coexsist ⭐ 13
Learning simulation parameters from experimental data, from the micro to the macro, from laptops to clusters.
total releases 4most recent commit 5 months ago
Postgres_opttune ⭐ 9
Trying PostgreSQL parameter tuning using machine learning.
most recent commit 3 years ago
Acviz ⭐ 9
Algorithm Configuration Visualizations for irace!
most recent commit a year ago
Watermark ⭐ 9
Robustness of DWT vs DCT is graded based on the quality of extracted watermark. The measure used is the Correlation coefficient (0-100%).
most recent commit 3 months ago
Capstoneproject_house_prices_prediction ⭐ 7
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 Regression, Ridge Regression and Lasso Regression in combination with cross validation. Performed parameter tuning, compared the test scores and suggested a best model to predict the final sale price of a house. Seaborn is used to plot graphs and scikit learn package is used for statistical analysi
most recent commit 6 years ago
Bpsk Ber ⭐ 6
MATLAB simulation of a BPSK data transmission system with AWGN channel, and its benchmark against BER(SNR).
most recent commit a year ago
Easyoverhard ⭐ 5
a case study on deep learning where tuning simple SVM is much faster and better than CNN
most recent commit 6 years ago
The 8 Most Depended On Parameter Tuning Open Source Projects
Tpot ⭐ 9,463
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 22total releases 62latest release August 15, 2023most recent commit 2 months agopypi TPOT} Downloads
Hyperactive ⭐ 475
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 5total releases 75latest release October 24, 2023most recent commit 4 months agopypi hyperactive} Downloads
Tune ⭐ 30
An abstraction layer for parameter tuning
dependent packages 1total releases 26latest release July 06, 2022most recent commit a year agopypi tune} Downloads
Shap Hypetune ⭐ 496
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
dependent packages 1total releases 9latest release August 24, 2022most recent commit 6 months agopypi shap-hypetune} Downloads
Iopt ⭐ 42
Framework of intelligent optimization methods iOpt
dependent packages 1total releases 7latest release November 16, 2023most recent commit 4 months agopypi iOpt} Downloads
Fedot ⭐ 582
Automated modeling and machine learning framework FEDOT
dependent packages 1total releases 19latest release July 25, 2023most recent commit 3 months agopypi fedot} Downloads
Mgo ⭐ 71
Purely functional genetic algorithms for multi-objective optimisation
dependent packages 1total releases 9latest release August 26, 2019most recent commit 3 months ago
Sorty ⭐ 118
:zap: Fast Concurrent / Parallel Sorting in Go
dependent packages 1total releases 53latest release February 10, 2023most recent commit a year ago
The 10 Latest Releases In Parameter Tuning Open Source Projects
Iopt ⭐ 42
Framework of intelligent optimization methods iOpt
dependent packages 1total releases 7latest release November 16, 2023most recent commit 4 months agopypi iOpt} Downloads
Lightautoml ⭐ 769
LAMA - automatic model creation framework
total releases 2latest release November 03, 2023most recent commit 2 years ago
Hyperactive ⭐ 475
An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.
dependent packages 5total releases 75latest release October 24, 2023most recent commit 4 months agopypi hyperactive} Downloads
Tpot ⭐ 9,463
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
dependent packages 22total releases 62latest release August 15, 2023most recent commit 2 months agopypi TPOT} Downloads
Fedot ⭐ 582
Automated modeling and machine learning framework FEDOT
dependent packages 1total releases 19latest release July 25, 2023most recent commit 3 months agopypi fedot} Downloads
Sorty ⭐ 118
:zap: Fast Concurrent / Parallel Sorting in Go
dependent packages 1total releases 53latest release February 10, 2023most recent commit a year ago
Shap Hypetune ⭐ 496
A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.
dependent packages 1total releases 9latest release August 24, 2022most recent commit 6 months agopypi shap-hypetune} Downloads
Tune ⭐ 30
An abstraction layer for parameter tuning
dependent packages 1total releases 26latest release July 06, 2022most recent commit a year agopypi tune} Downloads
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