Cyrille's repositories
data-publisher-site
Site is designed to serve as a platform for publishing scientific papers, which are then processed by the ChatGPT model, which is used to extract the abstract and explain the paper in differt ways.
data-science-courses
This repository is a compilation of code snippets used in machine learning courses and books, covering topics such as numpy, pandas, scikit, keras and pytorch python libraries.
shape-drawing-editor
Fundamental concepts and techniques of object-oriented programming with a shape manipulation editor. Best practices for designing and implementing robust, efficient, and maintainable code
load-prediction-research-notebook
Comparison of methods for predicting electricity consumption of a large non-residential building.
ml-analysis
My entry into Kaggle titanic competition with data preprocessing, Plotly visualizations, analysis of multiple machine learning models and their comparison with cross-validation as well as an ensemble of multiple models into one classifier
data-science-with-r
Data science with R programming language for statistical computing and graphics
nn-from-scratch
Densely connected neural network with forward and backpropagation written from scratch in C++
store-sales
In this competition, we predict sales for the thousands of product families sold at Favorita stores located in Ecuador. The training data includes dates, store and product information, whether that item was being promoted, as well as the sales numbers. Additional files include supplementary information that may be useful in building your models.
visualized-neural-network
Visualization of a simple neural network