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AutoViML/README.md

Hi 👋, Welcome to AutoViML. We just hit 1000 stars collectively on Github!

We create innovative Open Source libraries that make data scientists' and machine learning engineers' lives easier and more productive!

  • 🔭 We have just open sourced our most innovative product to date: deep_autoviml, which makes building tf.keras models and pipelines as easy as 1-2-3 ("similar to the fit-predict model of scikit-learn") while providing numerous options to tinker with the model and pipeline to meet your most stringent needs (with even a "bring your own model" option!)

  • 🌱 Other innovative projects we have completed:

  • 🤝 AutoViz Automatically Visualize any dataset, any size with a single line of code.

  • 🤝 AutoViML Automatically Build Multiple ML Models with a Single Line of Code.

  • 🤝 Auto-TS Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Now updated with Dask to handle millions of rows

  • 🤝 featurewiz Use advanced feature engineering strategies and select the best features from your data set fast with a single line of code..

  • 👨‍💻 All of our projects are open source and available here at Auto_ViML

  • 💬 You can learn more about Deep Learning, Automated ML, Automated Visualization by perusing the README pages here.

Connect with me:

ram seshadri

Languages and Tools:

docker git python scikit_learn

 AutoViML

AutoViML

Pinned

  1. Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

    Python 400 75

  2. Automatically Build Multiple ML Models with a Single Line of Code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.

    Python 275 59

346 contributions in the last year

Aug Sep Oct Nov Dec Jan Feb Mar Apr May Jun Jul Mon Wed Fri

Contribution activity

July 2021

Created 1 repository

Created a pull request in openml/automlbenchmark that received 4 comments

ADD FRAMEWORK Auto_ViML

Please add a description of Auto_ViML which is a popular autoML framework in your list. Thanks Auto_ViML team

+14 −0 4 comments

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