Luca Carniato's repositories
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
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
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
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)
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.
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