paulinamoskwa Goto Github PK

breast-cancer

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

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

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 😷

from-scratch

Collection of implementations from scratch (mostly ML)

glms

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

hello

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

hello-docker

Step-by-step beginners guide to use Docker 🐋

hello-docker-dev

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

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!

mlagents-unity-starter

First steps in ML-Agents and Unity 🤖

paulinomoskwa

Hello there!

pediatric-pneumonia-chest-x-ray

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

r-stats

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

real-time-sign-language

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

real-time-social-distancing

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

university-notes

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

utils

volcanic-eruptions

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

wildfire-smoke-detection

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