mkfilipiuk

VAE-CF

Variational Autoencoder for Collaborative Filtering implementation in TensorFlow

sweet-logger

https://garagehackbox.azurewebsites.net/hackathons/1857/projects/82375

-practical_prediction_systems_seminar_2021_2022

Fork to upload the presentation

AAML_Bagrat_Ter-Akopyan_Michal_Filipiuk

attention-learn-to-route-uva

Attention based model for learning to solve different routing problems

autonomous-driving-kaggle

Peking University/Baidu - Autonomous Driving - Kaggle competition

bnfc

BNF Converter

ChristofidesAlgorithm

Collaborative_Filtering_Presentation

exercise-students-2020

Exercises for Lecture Advanced Analytics & Machine Learning

DeepLearningExamples

Deep Learning Examples

DNN_assignment_1

Solution for the first assignment for Deep Neural Networks course

DNN_assignment_2

DNN_assignment_3

graph-convnet-tsp

Code for the paper 'An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem' (INFORMS Annual Meeting Session 2019)

graph_comb_opt

Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"

JPP_haskell_1

First Haskell assignment for JPP course

Latte-compiler

learning-tsp

Code for the paper 'Learning TSP Requires Rethinking Generalization' (CP 2021)

neural-combinatorial-optimization-rl-tensorflow

Neural Combinatorial Optimization with Reinforcement Learning

numerical-methods-exercises

PointerNet

Pytorch implementation of Pointer Network

pyconcorde

Python wrapper around the Concorde TSP solver

Python-Baseball

Building Baseball Data Visualizations with Python

ranking

Learning to Rank in TensorFlow

SAD_assignment

Assignment for Statistical Data Analysis (SAD in Polish)

tsp-heuristics

TSP-improve

An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP problem.

VRP-RL-Bethlehem

Reinforcement Learning for Solving the Vehicle Routing Problem

WPI_2019_2020_exam