poludmik Goto Github PK

100-year-calendar

A calendar to hang above your bed to remind yourself of time that is left.

clone-anonymous-github

Easily download anonymous Github repositories from https://anonymous.4open.science/ with a GUI interface

docker_tests

dtu_mlops

Exercises and supplementary material for the machine learning operations course at DTU.

fasttext_project

Exploring the usage of FastText word embeddings for semantic similarity between sentences.

fine-tune-code-gen

flux.jl

Relax! Flux is the ML library that doesn't make you tensor

lar_robot_project_.poludin_kubov.

Semester project to the subject Laboratory of Robotics. Autonomous turtle bot.

llama2_tests

manual_qa_prototype

Forked from jirkoada.

mlops_classifier

music-genre-classification

A pet project on music genre classification. Assigning the correct genre to the provided audio track.

ncnet

Forked ncNet, a Transformer-based model for supporting NL2VIS.

neuralcollaborativefiltering.jl

A Julia implementation of three different recommender systems based on the concept of Neural Collaborative Filtering.

path-planning-for-multiple-uavs

Bachelor thesis project on autonomous path-planning for drones. Path planning is based on RRT family algorithms, and the motion/detection modules are connected with a CTU MRS system.

pigeonhole_cnf

poludmik

qlora-fine-tune

qlora_for_codegen

Usage of 'QLoRA: Efficient Finetuning of Quantized LLMs' for fine-tuning small code generation LLMs

rag-poc-deployment

RAG Chatbot equipped with gpt-3.5 and Mistral-7B language models and gte-base-en-v1.5 with FAISS for vector search.

schlange-ai

A pet project on self learning Snake game based on Deep Q-learning. Including the implementation of the game UI.

tableqa-llmagent

Source code for LLM-based Agents for my diploma thesis project. Natural language driven data analysis. LoRA and QLoRA for quality enhancement.

text_to_plot

Input: Plot description in text + dataframe; Output: Plot Image.

the-drake

Implementation of chess-like game "The Drake" as a semestral project to Java course at CTU in Prague.

unit-prediction-nn-model

A neural network for UnIT programming competition to predict next products' tests.

unittest_generation_server_demo

[DEMO] Flask server generating unittests for a given chunk of code