Simon Slamka's Projects
Using the Million Song Dataset, genre tags from Last.fm, and lyrics from Musixmatch, I constructed a multi-genre classifier that can effectively detect both single genres and fusion genres of tracks, using a dataset crafted from multiple modalities.
🎧 Get your last weeks listening report from last.fm in a GitHub Gist.
computer vision project I made for uni. here for archival purposes
🖼️ A command-line system information tool written in bash 3.2+
Nuke My LUKS is a network panic button designed to overwrite with random data the LUKS header of computers in a LAN.
NUTT - the Neural Understanding Training Toolkit. a simplified reimplementation of methods from several libraries in context of machine learning - being built to deepen my understanding of how they work. educational purposes only
a text-based terminal client for Ollama
🛡🛠 You are being watched. Protect your privacy against global mass surveillance.
Interact privately with your documents using the power of GPT, 100% privately, no data leaks
Compatibility tool for Steam Play based on Wine and additional components
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.
PS3 emulator/debugger
A data-driven personal scheduler
Session Desktop - Onion routing based messenger
🔎 Hunt down social media accounts by username across social networks
A private messenger for Android.
Server supporting the Signal Private Messenger applications on Android, Desktop, and iOS
A training script that fine-tunes DistilBERT for seq classification task. In this scenario, it classifies whether a seq was written by a specific user or not.
The Simtoon Compat Score computation code
AI Agent that learns how to play Snake with Deep Q-Learning
Deep Reinforcement Learning for the game Snake in Keras/Tensorflow.
Known her for just a little less than two weeks and fell in love anyway. Sometimes people just resonate with other people. Sadly, it's seldom mutual.
It's been hard lately.