Kursat Kilic's Projects
Repository containing notebooks of my posts on Medium
:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps
My small cheatsheets for data science, ML, computer science and more.
Python code implementation from scientific papers.
Physics-guided Neural Networks (PGNN) : An Application In Lake Temperature Modelling
physics-guided neural networks (phygnn)
PiML (Python Interpretable Machine Learning) toolbox for model development and validation
Predictive Modelling of Tunnel Boring Machine (TBM) data. Data Extraction and preparation using Pandas in Python. Dimensionality reduction using PCA and Clustering using K-Means. Comparitive study of Random Forests, Neural Networks with FFBP algorithm and polynomial regression. Proficiency in Scikit-learn and Tensorflow
An open-source, low-code machine learning library in Python
Deployment of PyCaret pipeline and Streamlit app on GCP Kubernetes
PyGWalker: Turn your pandas dataframe into a Tableau-style User Interface for visual analysis
In this repository, I upload some codes from different papers around the world regarding to quantum machine learning algorithms
š Online machine learning in Python
A micro tunnel boring machine lithology classification web app using Streamlit and PyCaret.
Specific energy prediction model using PyCaret
EPB TBM specific energy prediction using operational parameters
Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations
Stock Prediction usning Transformer NN
Example Streamlit app that you can fork to test out share.streamlit.io
This dataset is associated with "Stress Monitoring Using Wearable Sensors: A Pilot Study and Stress-Predict Dataset" paper
Washington University (in St. Louis) Course T81-558: Applications of Deep Neural Networks
Execute Python code on the fly and display results in Tableau visualizations:
A streamlit web-app to exploratory data analysis of a tunnel boring machine (TBM).
This is a tunnel boring machine large language model to guide engineers on site, researchers, and construction companies.