Ludek Cizinsky's repositories
ludekcizinsky
Personal readme.
phi3-mini-finetune
SFT and DPO alignment of Phi3-mini (3.8B) on custom data labeled by EPFL students.
bakala-essay
Essay on the topic: How does your field of study contribute to solving today's global challenges?
emg-signal-movement-clf
Movement classification from sEMG signals across different subjects.
epfl-ml
[CS-433] EPFL machine learning course
epfl-cs502
CS-502: Deep Learning in Biomedicine taken at EPFL.
epfl-ada23
Materials for Applied Data Analysis CS-401, Fall 2023
fMRI-dimensionality-reduction
In this project, we investigate use of various methods, including PCA, for dimensionality reduction of fMRI data.
haemodynamic-response-modelling
In this project we aim at modelling the haemodynamic response of the brain when the area of the cortex function- ally correlated to face recognition is stimulated.
itu-rod
Reflections on Data Science (Spring 2023)
conv2d
Playing with the PyTorch's Conv2D module.
project-repommend
Network analysis project focused on building a recommendation graph from the given bipartite graph of users and repositories.
ta-fyp
Repo where I will store some of the examples from the exercise sessions.
design-patterns
Description and example implementation of design patterns.
homepage2vec
Language-Agnostic Website Embedding and Classification
nano-learn
Educational machine learning library.
kattis
Kattis problems solutions.
itu-syp
Second Year Project (Introduction to Natural Language Processing and Deep Learning)
itu-dataviz
Data Visualisation and Data-driven Decision Making (Spring 2022)
itu-lsda
Large Scale Data Analysis (Spring 2022)
plstream-lang-capabilities
Comparative study of language capabilities between PLStream and supervised state-of-the-art models using CheckList.
aoc
Advent of code problems solutions.
itu-dsrbs
Data Science in Research, Business and Society (Autumn 2020)
marathonviz
Visualisation of my latest marathon effort. (CPH marathon 2022)
ml-flow
Small project to test capabilities of MLflow.
pl-stream-local
Implementation of the PLStream locally on macOS.