SAP-HANA-AutoML
Python Automated Machine Learning library for tabular data. (by dan0nchik)
optuna-examples
Examples for https://github.com/optuna/optuna (by optuna)
| SAP-HANA-AutoML | optuna-examples | |
|---|---|---|
| 1 | 2 | |
| 48 | 599 | |
| - | 4.0% | |
| 1.5 | 8.7 | |
| over 1 year ago | 3 days ago | |
| Python | Python | |
| MIT License | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
SAP-HANA-AutoML
Posts with mentions or reviews of SAP-HANA-AutoML.
We have used some of these posts to build our list of alternatives
and similar projects.
-
Introducing my AutoML library
I'm excited to introduce you my (and another great developer) school diploma project. Fully open-source, Automated Machine Learning Library! We are beating built-in AutoML in SAP famous product. GitHub repository (waiting for your stars): https://github.com/dan0nchik/SAP-HANA-AutoML Web-application for users who don't want to code: https://share.streamlit.io/dan0nchik/sap-hana-automl/main/web.py
optuna-examples
Posts with mentions or reviews of optuna-examples.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-08-12.
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[D]How to optimize an ANN?
Check out the examples for Optuna, a popular hyper parameter tuning package. It has examples for most popular ML frameworks including Xgboost, so you can see how it compares to an ANN framework like Keras or PyTorch.
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Data Scientists are dying out
That's still regular ML because you are in charge of the features. Optuna might make your life easier though: https://github.com/optuna/optuna-examples/blob/main/xgboost/xgboost_simple.py
What are some alternatives?
When comparing SAP-HANA-AutoML and optuna-examples you can also consider the following projects:
autoai - Python based framework for Automatic AI for Regression and Classification over numerical data. Performs model search, hyper-parameter tuning, and high-quality Jupyter Notebook code generation.
tqdm - :zap: A Fast, Extensible Progress Bar for Python and CLI
evalml - EvalML is an AutoML library written in python.
Hyperactive - An optimization and data collection toolbox for convenient and fast prototyping of computationally expensive models.