Charalambos Kanella's repositories
5th_project
NN project to classify each pixel in a specific simulation as a part of "impulsive" event or slow burning current
ab-framework
Notes and Python scripts for A/B or Split Testing
advanced-python
Code for the "Advanced Python" section of my Python/PostgreSQL course
categorical-encoding
A library of sklearn compatible categorical variable encoders
ensemble_amazon
Code to share different ensemble techniques with focus on meta-stacking , using data from Amazon.com - Employee Access Challenge kaggle competition
h2o-meetups
Presentations from H2O meetups & conferences by the H2O.ai team
kaggle-airbnb-recruiting-new-user-bookings
2nd Place Solution in Kaggle Airbnb New User Bookings competition
kaggle-homesite
Top15 Model for Kaggle-Competition "Homesite Quote Conversion"
Kaggle-Homesite-Quote-Conversion
Summary of 31st solution
kaggle-past-solutions
A searchable compilation of Kaggle past solutions
langchain-tutorials
Overview and tutorial of the LangChain Library
libfm
Library for factorization machines
ProgrammingAssignment2
Repository for Programming Assignment 2 for R Programming on Coursera
PyData2020
Why And What If: Causal Inference for Everyone
PyDataGlobal_2020
Bayesian Decision Making
pytorch-beautiful-ml-data
PyData Global Tutorial on Data Patterns and OOP abstractions for Deep Learning using PyTorch
pywFM
pywFM is a Python wrapper for Steffen Rendle's factorization machines library libFM
statsmodels
Statsmodels: statistical modeling and econometrics in Python
talk-uncertainty-pydata-global-2020
Additional materials for the talk "Uncertainty Quantification in Neural Networks with Keras" at PyData Global 2020
xgbfi
XGBoost Feature Interactions & Importance