As Data Scientist We Everyday have to analyze various Datasets to Understand Mathematics Pattern and Predict Dataset Value in Dataset. Usually Data Scientist and AI Engineers have to Analyze Dataset using Various Mathematics Tools. Data Scientist and AI Engineers also have to Test Various Datasets in Various Machine Learning to know the Mathematical Pattern in Datasets and what Machine Learning Process works better in the Datasets.
This process of Testing Various Datasets in Various ML to know Pattern in the Datasets have to be done every day.
That's why We Introduce OMLETTE : Automatic Analyze and Testing ML Models
OMLETTE Automatically Analyze Pattern in Datasets using various mathematics tools and automatically testing various Machine Learning Process to understand what is pattern in Datasets and what Machine Learning Process works better in the Dataset. OMLETTE automatically process and Testing various Dataset using Fast Process Algorithms hence Data Scientist and AI Engineers can understand what Machine Learning Process works better in the Dataset. OMLETTE automatically test various Datasets in various ML Models from Simple ML Models like Linear Regression and Logistic Regression to Complex ML Models Random Forest ML Process and XGBoost ML Process. OMLETTE also automatically Analyze various Features in Dataset using various mathematics tools hence Data Scientist and AI Engineers can know what Pattern in Dataset and what Features predicts Dataset well. OMLETTE also very easy to use to make Data Scientist and AI Engineer automatically analyze and testing various ML Models in various Datasets.
OMLETTE Package is Automatic Analyze and Testing ML Models to automatically analyze and testing ML Models in various Datasets. There are 4 advantages using OMLETTE Package to automatically Analyze and Testing ML Models :
- OMLETTE Package Automatically Analyze and Testing Various ML Models in Dataset
- OMLETTE Package have User Friendly User Interface and Easy to use to automatically Analyze and Testing Various ML Models in Dataset
- OMLETTE Package uses Fast Process Algorithms to make Data Scientist and AI Engineers automatically Analyze and Testing various ML Models in various Dataset
- OMLETTE Package is Open Source C++ and Python based Packages to make Data Scientist and AI Engineers Automatically Analyze and Testing various ML Models in various Datasets.
OMLETTE Package is easy to use Automatic analyze and testing various ML Models in various datasets. First Data Scientist and AI Engineer have to clone OMLETTE Package Github Repository as below.
git clone https://github.com/christofel04/OMLETTE-Automatic-Analyze-and-Testing-ML-Models.git
And then Data Scientist and AI Engineers have to Install Python Package Needed for OMLETTE Packages. Install Python Package Needed for OMLETTE Packages can be shown as below.
cd Omlette/
pip install -r requirements.txt
Then Data Scientist and AI Engineers can use OMLETTE Packages automatically analyze and testing various ML Models using various Datasets using ./Tutorial Using Omlette/Tutorial Using OMLETTE.ipynb in the OMLETTE Github Repository.
By developing OMLETTE Packages Automatic Analyze and Testing ML Models We will make Data Scientists and AI Engineers automatically analyze and testing various ML Models in various Dataset well. If there are Suggestions or Advice and If You Also want to develop OMLETTE Package Automatically Analyze and Testing ML Models to help AI Engineers and Data Scientist Automatically Analyze and Test various ML in various Dataset kindly Chit Chat me on christofel04@gmail.com or christofel.goenawan@kaist.ac.kr