Helena Heno's repositories
SHAP_tutorial
Tutorial on how to use the SHAP library to explain the feature importance with Shapley values.
Fraud_Detection
Comparing different classification algorithms to detect fraud.
Scatterplot_animation
Animated scatterplot demonstrating the change in life expectancy over time.
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
Gradient_Descent_Tutorial
Implementing the Gradient Descent algorithm from scratch and creating an animation to demonstrate to convergence.
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.
tweets_latent_dirichlet_allocation
Topic extraction from tweets with Latent Dirichlet Allocation (LDA).
statusparser
Retrive the status codes from a list of URLs
Stock-Prediction-using-LSTM
This Project is predicting stocks for 32 companies with error less than 1% using LSTM Networks.
Titanic_prediction_SVM_LogReg
Predicting passenger survival on Titanic dataset using Logistic Regression and Support Vector Machine.