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-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

cubic-hermite-spline

Cubic Hermite Spline implementation

deeplearningexamples

Deep Learning Examples

deeprecommender

Deep learning for recommender systems

dnn_assignment_1

Solution for the first assignment for Deep Neural Networks course

dnn_assignment_2

dnn_assignment_3

exercise-students-2020

Exercises for Lecture Advanced Analytics & Machine Learning

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"

internet-radio

Assignment for Computer Networks course

ipp_tree

The first project for Individual Programming Project classes (Indywidualny Projekt Programistyczny

jpp_haskell_1

First Haskell assignment for JPP course

latte-compiler

learning-tsp

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

mltutorial

neural-combinatorial-optimization-rl-tensorflow

Neural Combinatorial Optimization with Reinforcement Learning

numerical-methods-exercises

pointernet

Pytorch implementation of Pointer Network

process-tree

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)