NickKaparinos's repositories
OpenAI-Gym-Projects
OpenAI Gym environment solutions using Deep Reinforcement Learning.
Graph-Neural-Network-Projects
Deep Learning Projects using Graph Neural Networks (GNNs).
Kaggle-PetFinder.my-Pawpularity-Contest
Solution to the Kaggle.com Pawpularity competition.
Automated-Cryptocurrency-trading-using-Deep-RL
Training and evaluation of Deep Reinforcement Learning cruptocurrency trading agent.
Fuzzy-Systems-Assignments-TSK-FLC
Takagi–Sugeno–Kang (TSK) neuro fuzzy models and Control Systems using Fuzzy Logic Controller (FLC).
Google-Landmark-Recognition-2021
Google Landmark Recognition 2021 Kaggle image classification competition. Solution using transfer learning and ArcFace loss function.
Instance-Segmentation-Projects
Pedestrian and Balloon instance segmentation projects using Pytorch and Mask R-CNN.
Deep-Q-Learning-PyTorch
Deep Q Learning from scratch using PyTorch.
Kaggle-NLP-with-Disaster-Tweets
Natural Language Processing (NLP) competition at kaggle.com .Tweet binary classification.
CUDA-Ising-Model
Calculation of the Ising Model lattice using CUDA
Erlang-B-and-C-Calculators
Calculators for various probabilities and values in Erlang B and C systems in matlab.
Explainable-RL-through-Behavior-Cloning
Advanced Machine Learning Project 2023.
Kaggle-Titanic
Kaggle Titanic Competition. Using ensemble techniques 81.1% accuracy was achieved in the test set (top 0.6%).
Network-Theory-Wikipedia-Theme-Graph
Creation and analysis of a Wikipedia Theme Graph using python libraries Wikipedia and NetworkX.
Stanford-CS-234-RL-2022
Solutions to the Stanford CS:234 Reinforcement Learning 2022 course assignments.
VPTree-and-KDTree-kNN-search
VPTree and KDTree construction and kNN search.
COVID-19-Data-Analysis-Project
Covid-19 cases and deaths analysis.
Data-Analysis-AUTh-2020
Exercises for Data Analysis course 2020-2021.
Project-Euler-Solutions
Solutions for ProjectEuler problems. https://projecteuler.net/