NickKaparinos/Graph-Neural-Network-Projects

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Created almost 3 years ago
Updated almost 3 years ago

NickKaparinos/Graph-Neural-Network-Projects

NickKaparinos

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Deep Learning Projects using Graph Neural Networks (GNNs).

OpenAI-Gym-Projects

OpenAI Gym environment solutions using Deep Reinforcement Learning.

Automated-Cryptocurrency-trading-using-Deep-RL

Training and evaluation of Deep Reinforcement Learning cruptocurrency trading agent.

Kaggle-PetFinder.my-Pawpularity-Contest

Solution to the Kaggle.com Pawpularity competition.

Fuzzy-Systems-Assignments-TSK-FLC

Takagi–Sugeno–Kang (TSK) neuro fuzzy models and Control Systems using Fuzzy Logic Controller (FLC).

Instance-Segmentation-Projects

Pedestrian and Balloon instance segmentation projects using Pytorch and Mask R-CNN.

Google-Landmark-Recognition-2021

Google Landmark Recognition 2021 Kaggle image classification competition. Solution using transfer learning and ArcFace loss function.

Deep-Q-Learning-PyTorch

Deep Q Learning from scratch using PyTorch.

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.

Kaggle-NLP-with-Disaster-Tweets

Natural Language Processing (NLP) competition at kaggle.com .Tweet binary classification.

User-Swipe-Classification

User swipe authentication using machine learning classification techniques.

Kaggle-Finite-Element-Models-Regression

Multi-output regession problem in order to predict Finite Element Analysis simulation results,

Kaggle-Titanic

Kaggle Titanic Competition. Using ensemble techniques 81.1% accuracy was achieved in the test set (top 0.6%).

Erlang-B-and-C-Calculators

Calculators for various probabilities and values in Erlang B and C systems in matlab.

VPTree-and-KDTree-kNN-search

VPTree and KDTree construction and kNN search.

Explainable-RL-through-Behavior-Cloning

Advanced Machine Learning Project 2023.

CUDA-Ising-Model

Calculation of the Ising Model lattice using CUDA

Kaggle-Dogs-vs.-Cats-Redux

Kaggle Competition Dogs vs. Cats Redux achieving 93% accuracy in the test set.