Piotr Mazurek

pmpp. Complete solutions to the Programming Massively Parallel Processors Edition 4

YOLO-Object-Counting-API. The code of the Object Counting API, implemented with the YOLO algorithm and with the SORT algorithm

K-Means-Algorithm-From-Scratch. The K-Means algorithm, written from scratch using the Python programming language

tokenomics. Estimate the throughput of OAI compatible servers

llm-inference-economics-from-first-principles. Code for the the article "LLM inference from first principles"

Linear-Regression-From-Scratch. Linear Regression concepts and intuitions presented using Jupyter Notebooks

Swarm-Algorithms. Python implementation of swarm algorithms used for solving non-convex optimization problems

Bachelor-Thesis-Latex-Template. Bachelor Thesis Template Template for a BA thesis at the Faculty of Computer Science and Management of the Wroclaw University of Technology

Vision-Transformer-Presentation. Presentation on An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

ML-In-Cybersecurity-Paper. Summary of the presentation on Real and Stealthy Attacks on State-of-the-Art Face Recognition Systems at the Seminar: Machine Learning in Cyber-security at FU Berlin

FastAPI-Model-Deployement. Template of simple API for machine learning models deployment

Discord-Language-Detection-Bot. Restrict the use of forbidden languages on your discord server with transformers

RNN-Time-lagged-Autoencoder. Tensorflow 2.0 implementation of time-lagged autoencoder using Recurrent Neural Networks

KNN-Algorithm-From-Scratch. The K Nearest Neighbors algorithm, written from scratch using the Python programming language

YOLO-Paper. Summary of my presentation about Object Detection using the YOLO Algorithm at the Seminar: Artificial Intelligence - Autonomous Vehicles at FU Berlin

Recommendation-With-Transformers. Recommender system for Steam Games, based on a BERT-like approach for recommendations

RGB-Infrared-Classification. Research code for experimenting with different approaches to image classification from multi-channel image sources

Data-Science-Project-Template. Universal template for your datascience project

surfer_seo_hacatohon. Jupyter Notebook

The-C-Programming-Language-Speedrun. Speedrunning over the weekend over The C Programming Language book

Pytorch-Lightning-Templates. Set of templates for popular deep learning problems using PyTorch Lightning