lucacarniato

multi-class-lightgbm-with-focal-loss

Multiclass LigthGBM classifier with costumized focal loss

shallow-water-equations

2D shallow water equations solver implemented in Octave.

BitcoinPriceClassifier

Bitcoin LSTM classifier with email notification

IronCorrosionModel

PHREEQC iron corrosion model. Model of the paper "Effect of field site hydrogeochemical conditions on the corrosion of milled zerovalent iron particles and their dechlorination efficiency. "

k-means-clustering

Implementation of the kmeans-clustering algorithm using multithreading, both in C++ and Python

optuna-cross-validation-search

Performing hyperparameter search for models implementing the scikit-learn model interface

ParcelParser

A WPF model-view-viewmodel application for parsing an xml file containing parcels

BloomonCodeChallenge

The bloomoon code challenge, aiming at maximizing the number of flower buckets given different types of flowers

BookStoreFlask

BoostIniFileParser

Parse ini files using boost property tree

capstone-project

The final assignment of the IBM Data science professional certificate. Data project on predicting the severity of car collisions in Seattle.

CppContainers

c++ basic exercises (inheritance, overloading, operators, templates)

DownloadCoinStatsAndSendEmails

Downloads the statistics of the top "numCoins" coins from coinmarketcap every "waitPeriod" and sends an email to "youremail"

FinancialMachineLearning

Financial Machine Learning Repository

LeetCodeSolutions

Solutions to leetcode challenges

LidDrivenCavityFlow

Steady state flow in a cavity where the top wall slides

ml-design-patterns

Source code accompanying O'Reilly book: Machine Learning Design Patterns

ObjectOrientedFortran

An example of objected-oriented design in Fortran

Paper-Scissors-Rock-game

predicting-customer-churn-kaggle-competition

A solution to the Kaggle competition "Predicting Churning customers" (https://www.kaggle.com/sakshigoyal7/credit-card-customers)

pyspark-weather-calculator

Weather calculator with PySpark

QGIS

QGIS is a free, open source, cross platform (lin/win/mac) geographical information system (GIS)

QuadriFlow

QuadriFlow: A Scalable and Robust Method for Quadrangulation

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

realized-volatility-kaggle-competition

reinforcementLearning

s3persistance

Simple Python package for data interacting with an AWS s3 bucket (downloading data, uploading data, cloning s3 keys)

sandooo

A sandwich bot

stack-server

Stack server

Triangulation

This code uses boost polygon voronoi builder to generate a triangulation from a set of sparse points