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Reload to refresh your session. {{ message }} mljar / automl-app Public * Notifications * Fork 2 * Star 42 AutoML Web App created from Jupyter Notebook automl.runmercury.com/ License MIT license 42 stars 2 forks Activity Star Notifications * Code * Issues 0 * Pull requests 0 * Actions * Projects 0 * Security * Insights More * Code * Issues * Pull requests * Actions * Projects * Security * Insights mljar/automl-app This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository. main Switch branches/tags [ ] Branches Tags Could not load branches Nothing to show {{ refName }} default View all branches Could not load tags Nothing to show {{ refName }} default View all tags Name already in use A tag already exists with the provided branch name. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Are you sure you want to create this branch? Cancel Create 1 branch 0 tags Code * Local * Codespaces * Clone HTTPS GitHub CLI [https://github.com/m] Use Git or checkout with SVN using the web URL. [gh repo clone mljar/] Work fast with our official CLI. Learn more about the CLI. * Open with GitHub Desktop * Download ZIP Sign In Required Please sign in to use Codespaces. Launching GitHub Desktop If nothing happens, download GitHub Desktop and try again. Launching GitHub Desktop If nothing happens, download GitHub Desktop and try again. Launching Xcode If nothing happens, download Xcode and try again. Launching Visual Studio Code Your codespace will open once ready. There was a problem preparing your codespace, please try again. Latest commit @aplonska aplonska Update train-automl-advanced.ipynb ... d8c0b76 Aug 10, 2023 Update train-automl-advanced.ipynb d8c0b76 Git stats * 12 commits Files Permalink Failed to load latest commit information. Type Name Latest commit message Commit time media add media files August 9, 2023 14:27 .gitignore Initial commit July 5, 2023 16:30 LICENSE Initial commit July 5, 2023 16:30 README.md Update README.md August 10, 2023 10:15 automl-predict.ipynb add media files August 9, 2023 12:35 requirements.txt add notebook with advanced options August 8, 2023 18:43 train-automl-advanced.ipynb Update train-automl-advanced.ipynb August 10, 2023 10:39 train-automl.ipynb add media files August 9, 2023 12:35 View code [ ] AutoML Web App Demo Online demo Run locally [?] Training Notebook Training models in Web App Advanced Training Notebook Good luck with ML training! README.md AutoML Web App It is a Web App for training Machine Learning pipelines with MLJAR AutoML. It works with tabular data. All models are zipped to archive and can be reused to compute predictions in batch mode. This repo consists of three notebooks: * notebook for training AutoML with simple UI, * advanced notebook for training AutoML with more advanced UI (you can select feature engineering methods, algorithms, validation strategy, and evaluation metric), * notebook for computing predictions. The Web App is using mljar-supervised for constructing the ML pipeline with AutoML. It automatically handles the following: * data preprocessing, * features engineering, * algorithm selection & tuning, * ML models explanations, * automatic documentation. The Web App is created directly from Jupyter Notebooks with Mercury framework. Demo AutoML Web App demo Online demo The Web App is available online at automl.runmercury.com. Input data upload is limited to 1MB. AutoML Web App online Run locally [?] Please run the below commands to run Web App locally. It requires Python >= 3.8. pip install -r requirements.txt mercury run Training Notebook If you would like to increase the input file limit, please change the cell: data_file = mr.File(label="Upload CSV with training data", max_file_size="1MB") and set your max_file_size. Please change the following cell to increase training time: time_limit = mr.Select(label="Time limit (seconds)", value="60", choices=["60", "120", "240", "300"]) Times are in seconds. Please just increase the values. AutoML training notebook Training models in Web App Please upload a CSV file with training data, select input features & target, and click Start training. AutoML training in Web App All models created during the training are available for download as a zip file: AutoML models available for download Advanced Training Notebook Please use advanced mode if you would like to tweak AutoML parameters: Advanced AutoML training notebook Good luck with ML training! About AutoML Web App created from Jupyter Notebook automl.runmercury.com/ Topics python data-science machine-learning web-app jupyter-notebook automl automated-machine-learning mljar Resources Readme License MIT license Activity Stars 42 stars Watchers 1 watching Forks 2 forks Report repository Contributors 2 * @pplonski pplonski Piotr * @aplonska aplonska Aleksandra Languages * Jupyter Notebook 100.0% Footer (c) 2023 GitHub, Inc. Footer navigation * Terms * Privacy * Security * Status * Docs * Contact GitHub * Pricing * API * Training * Blog * About You can't perform that action at this time.