tpot
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Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
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Jun 10, 2024 - Python
Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.
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Aug 20, 2024 - Jupyter Notebook
Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
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Jan 30, 2025 - Python
Threat Intel Platform for T-POTs
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Mar 4, 2025 - Python
🤖 An automated machine learning framework for audio, text, image, video, or .CSV files (50+ featurizers and 15+ model trainers). Python 3.6 required.
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Sep 21, 2023 - Python
Build tensorflow keras model pipelines in a single line of code. Now with mlflow tracking. Created by Ram Seshadri. Collaborators welcome. Permission granted upon request.
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May 9, 2024 - Python
This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.
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Sep 29, 2022 - Jupyter Notebook
🍅 A dynamic brain-responsive pomodoro timer
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Feb 16, 2018 - Jupyter Notebook
Stress classifier with AutoML
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May 10, 2019 - HTML
RapidML is a smart Python framework for rapidly prototyping Machine Learning APIs for the Web!
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Jul 24, 2018 - Python
Occupancy detection of an office room from light, temperature, humidity and CO2 measurements
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Mar 29, 2017 - Jupyter Notebook
tpot is a simple tool to access teleport web UI from terminal
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Jun 24, 2024 - Go
This project has 3 goals: To find out the best machine learning pipeline for predicting ASD cases using genetic algorithms, via the TPOT library. (Classification Problem) Compare the accuracy of the accuracy of the determined pipeline, with a standard Naive-Bayes classifier. Saving the classifier as an external file, and use this file in a Flask…
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May 27, 2020 - Rich Text Format
Computational experiments for the paper "A Comparison of AutoML Tools for Machine Learning, Deep Learning and XGBoost" (IJCNN 2021)
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Sep 8, 2022 - Python
Thanks to digitization, we often have access to large databases, consisting of various fields of information, ranging from numbers to texts and even boolean values. Such databases lend themselves especially well to machine learning, classification and big data analysis tasks. We are able to train classifiers, using already existing data and use …
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Aug 4, 2018 - Python
Benchmark of current ML automation frameworks
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Jul 23, 2020 - Python
Benchmark for some usual automated machine learning, such as: AutoSklearn, MLJAR, H2O, TPOT and AutoGluon. All visualized via a Dash Web Application
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Jan 31, 2024 - Python
Semi-automated machine learning pipelines
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May 23, 2018 - Python
We will discuss the Hyper Parameter Tuning for different Machine Learning Algorithm
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Oct 20, 2020 - Jupyter Notebook
Regress using many metalearning packages including caret and TPOT from one script. Also artificial data generator, comparison script and several expiraments. Messy.
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May 26, 2024 - R
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