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1. XgBoost-Evaluate-Data-Features-Machine-Learning XgBoost-Evaluate-Data-Features-Machine-Learning Public

   This code uses innovative XgBoost Machine learning algorithm that analyze data features and evalute it's importances in order to make data driven solutions in real estate. © Vytautas Bielinskas

   Python 1 1

2. Ensemble-Learning-Testing-Classifiers Ensemble-Learning-Testing-Classifiers Public

   Testing and Exploration of Ensemble Learning with poor dataset (66 obs). Results are provided at the end of the Notebook.

   Jupyter Notebook 1

3. Tensorflow-ANN-TimeSeries-Forecasting-Weather Tensorflow-ANN-TimeSeries-Forecasting-Weather Public

   This notebook demonstrates how to implement Tensorflow & queries to forecasting for a very big dataset. ANN with 2 hidden layers has been used for ANN. The data shifting technique has been used to …

   Jupyter Notebook 9 2

4. AnomaliesDetection-with-TimeSeriesAnalysis AnomaliesDetection-with-TimeSeriesAnalysis Public

   This is an experimental of anomalies detection by applying different approach to the problem. PCA component regularization method, K-Mean Clustering, SVM and Gausian Distribution models has been us…

   Jupyter Notebook 21 8

5. Deep-Learning---Recognize-Infected-Cells-by-Malaria--Adam--Sigmoid- Deep-Learning---Recognize-Infected-Cells-by-Malaria--Adam--Sigmoid- Public

   The project contain folders for labeled infected and non-infected cells by malaria. The code define an 4 layers ANN that learning to recognize infected cells by a given shuffled examples from worki…

   Python 1

6. Pneumonia-X-Rays-of-Human-Lungs-AI-project Pneumonia-X-Rays-of-Human-Lungs-AI-project Public

   This projects includes both back-end (Keras, Flask with dependencies) and front-end/deployement (HTML, CSS, JS) parts. The project perform X-rays of human lungs classifiaction using Convolutional N…

   Jupyter Notebook 30 28