This repository contains the code and datasets used in various studies. Each dataset has a designated folder labeled from DB1 to DB8, which includes the source files and codes. However, the enhanced versions of the codes are not included in the repository. The references related to breast cancer diagnosis using ML techniques can be found in the ref folder. Additionally, the video URL for the description of all ML techniques is included in the video url.txt file. For further information, please refer to the following repository: https://github.com/amrrashed/TEST-AUTOML-LIBRARY-IN-PYTHON
#LINKS for youtube videos link for auto ML using python playlist
https://youtube.com/playlist?list=PLAI6JViu7Xmd1urM6kbKuvMTARh-dZ6of
auto keras example
MLjar and H2O example
TPOT EXAMPLE
LAZY PREDICT EXAMPLE
link for ML projest playlist
https://youtube.com/playlist?list=PLAI6JViu7XmcKQpCISPLATV7jkuYRhMsB
classification learner
Link for Orange datamining playlist
https://youtube.com/playlist?list=PLAI6JViu7XmfexiRhCF0R5eozmy5pypH3
google colab link to test autoML techniques auto keras (autoML library) : https://colab.research.google.com/drive/10YLP_PtB248CZKqoyPMhGkTb8cFt97CD?usp=sharing
xgboost : https://colab.research.google.com/drive/1YPc0ZvUbABZqM052sZxuIgw4c_haS93Y?usp=sharing
tpot (autoML library) : https://colab.research.google.com/drive/1doQWKX6jUOrasZ0AmMWBiTlL69rhbJN3?usp=sharing
grid search and random search : https://colab.research.google.com/drive/13ONzqHC3s8EX8LuNMitfEE3PQ-dzlRJO?usp=sharing
ML BOX ( autoML library ): https://colab.research.google.com/drive/10dskKAlGkKOUK7EpcxFm3jnv4BAy4qqN?usp=sharing
H2O (auto-ML library) : https://colab.research.google.com/drive/1eFl7aRBbcWi5df5Qimq1Nx3fV3-ciBvB?usp=sharing
MULTI-CLASSIFIERS (TRAIN/TEST) : https://colab.research.google.com/drive/1yg8sEE8Kiyvhe5Tpa1sveTaKNYnEhvSn?usp=sharing
MLjar (autoML library):https://colab.research.google.com/drive/1AfIjI_8drgZbRjXIfdpMuLxKi4InhWq0?usp=sharing
MULTI-CLASSIFIERS(CROSS VALIDATION) : https://colab.research.google.com/drive/1lYu99ae2D3wWFFVWIOIwmTlscr3D6yDy?usp=sharing
MLP WITH RANDOM SEARCH(CROSS VALIDATION) : https://colab.research.google.com/drive/17p00ooV2yjJxVRDS57uJnuOk12l5J-Xi?usp=sharing