Petr Vanek's Projects
Various optimization problems solved in GAMS for the course Applied Operations Research at University of Copenhagen.
Various C++ problems solved as part of the graduate course at University of Copenhagen.
Materials for the Hugging Face Diffusion Models Course
Donut 🍩 Document Understanding Transformer finetuning
Fine-tuning of Flan-5T LLM for text classification
Python project to download and post-process ETF data from Yahoo! finance database.
:zap: Dynamically generated stats for your github readmes
Multimodal Graph Attention Model for Document Understanding
Experiments and notes created as a part of Copenhagen Investment Club
Investment Funnel 📈 is an open-source python platform designed for an easy development and backtesting of outperforming investment strategies.
An autoregressive character-level language model for making more things
A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API
A simple PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) language model from scratch.
Implemented stochastic CVaR model for the optimal asset allocation together with the Bootstrapping and the Monte Carlo scenario generation methods.
Small piece of python code to monitor value of a portfolio based on current positions and its values
Materials for the Practical Financial Optimization summer course at the University of Copenhagen
Lightweight implementation of ResNet for fast image classification
Algorithm to rank text similarity between set of strings and given inputs
Automated trading Robot based on various mathematical models and methods.
Version 2.0 of the automated trading Robot
NEW - YOLOv8 🚀 in PyTorch > ONNX > CoreML > TFLite
YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite used as a tool for solution of Go Autonomous Easter eggs challenge