paulinamoskwa

University-Notes

Notes from MSc Mathematical Engineering - Statistical Learning at Politecnico di Milano 📚

Real-Time-Sign-Language

Real-time American Sign Language (ASL) letters detection, via PyTorch, OpenCV, YOLOv5, Roboflow and LabelImg 🤟

Wildfire-Smoke-Detection

Wildfire smoke detection with Faster R-CNN via Pytorch 🔥🚒🧑‍🚒

Pediatric-Pneumonia-Chest-X-Ray

Pediatric pneumonia image classification with (strongly) imbalanced data via Pytorch 🫁

GLMs

Collection of end-to-end regression problems (in-depth: linear regression, logistic regression, poisson regression) 📈

Hello-Docker-Dev

Step-by-step beginners guide to use Docker in development mode 🐋

R-Stats

Easy-to-use collection of statistical methods and techniques, all written in R 🗂

ChatGPT-Is-All-You-Need

Collection of minimalistic yet efficient (and understandable) definitions of ML/AI topics, with code examples, provided by OpenAI's ChatGPT

MLAgents-Unity-Starter

First steps in ML-Agents and Unity 🤖

Real-Time-Social-Distancing

Real-time social distancing detector and people counter for camera recordings, via PyTorch, OpenCV and YOLOv5 👥

DL-Code-Generator

Repository associated with the interactive WebApp (https://share.streamlit.io/paulinomoskwa/dl-code-generator/main.py) with the goal to autonomously generate the python code needed to build and train a neural network for image classification in Tensorflow 👩‍💻

FaceMask-CNN

Face mask classification with convolutional neural networks via Tensorflow & Keras 😷

Hello-Docker

Step-by-step beginners guide to use Docker 🐋

Breast-Cancer

Breast cancer classification project featuring eda, pca, t-sne analysis and several classifiaction algorithms 📊

cpp_project_template

Setting up a C++ project: downloadable ready-to-use template

from-scratch

Collection of implementations from scratch (mostly ML)

Hello

Personal webpage at https://paulinomoskwa.github.io/Hello/ 💻

Hi-PARIS-Summer-School

Open source content from the Hi! PARIS Summer School 2022 👩‍🏫

Interactive-Classifiers-Comparison

Interactive WebApp (https://share.streamlit.io/paulinomoskwa/interactive-classifiers-comparison/main.py) for Scikit-Learn classifiers' comparison ⚖️

Kidnapping-Hobi

Infinite-Runner-Game: Kidnapping Hobi 👾 Have fun!

ml-papers

Collection of impactful machine learning papers (shortly explained)

paulinamoskwa

Hello there!

utils

Volcanic-Eruptions

Interactive WebApp (https://share.streamlit.io/paulinomoskwa/volcanic-eruptions/main.py) for volcanic eruptions visualization 🌋