Pinned Repositories
Bike_rental_LinReg_Lasso
Using Multiple Linear Regression and Lasso Regression (Linear Regression with L1 norm) to predict bike rentals by registered users based on weather and time criteria.
Climate_prediction_SARIMAX
Forecasting temperature for Berlin based on the historic data using the SARIMAX model.
country_risk
Determining crisis indicators
databricksDemo
Fraud_Detection
Comparing different classification algorithms to detect fraud.
Lyrics_classifier_NLP
This project shows how to scrape the lyrics from specific artists and perform Natural Language Processing to build a model that would identify the artist that the lyrics belongs to.
Scatterplot_animation
Animated scatterplot demonstrating the change in life expectancy over time.
SHAP_tutorial
Tutorial on how to use the SHAP library to explain the feature importance with Shapley values.
tweets_latent_dirichlet_allocation
Topic extraction from tweets with Latent Dirichlet Allocation (LDA).
helenaEH's Repositories
helenaEH/SHAP_tutorial
Tutorial on how to use the SHAP library to explain the feature importance with Shapley values.
helenaEH/Fraud_Detection
Comparing different classification algorithms to detect fraud.
helenaEH/Scatterplot_animation
Animated scatterplot demonstrating the change in life expectancy over time.
helenaEH/Bike_rental_LinReg_Lasso
Using Multiple Linear Regression and Lasso Regression (Linear Regression with L1 norm) to predict bike rentals by registered users based on weather and time criteria.
helenaEH/Climate_prediction_SARIMAX
Forecasting temperature for Berlin based on the historic data using the SARIMAX model.
helenaEH/country_risk
Determining crisis indicators
helenaEH/databricksDemo
helenaEH/Gradient_Descent_Tutorial
Implementing the Gradient Descent algorithm from scratch and creating an animation to demonstrate to convergence.
helenaEH/Lyrics_classifier_NLP
This project shows how to scrape the lyrics from specific artists and perform Natural Language Processing to build a model that would identify the artist that the lyrics belongs to.
helenaEH/tweets_latent_dirichlet_allocation
Topic extraction from tweets with Latent Dirichlet Allocation (LDA).
helenaEH/Movie_recommender_NMF
helenaEH/statusparser
Retrive the status codes from a list of URLs
helenaEH/Stock-Prediction-using-LSTM
This Project is predicting stocks for 32 companies with error less than 1% using LSTM Networks.
helenaEH/Titanic_prediction_SVM_LogReg
Predicting passenger survival on Titanic dataset using Logistic Regression and Support Vector Machine.