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advent-of-code-2021

Advent of code 2021

aleph

A library for exploring persistent homology

applied_topology_project

Contains code for my master's dissertation on applied topology.

brainfuck-interpreter

An interpreter of brainfuck code instructions. Implemented with List structures in C++.

challenging-structural-assumptions

Repository for the code for the paper "Challenging the Assumption of Structure-based embeddings in Few- and Zero-shot Knowledge Graph Completion" published at LREC 2022.

dgm_latent_bow

The latent bag of words model for paraphrase generation

docker-tutorial

A tutorial on Docker

dqfd_minecraft

ds-project-template

A template for a typical DS project

efficient-apriori

An efficient Python implementation of the Apriori algorithm.

gnn-random-indexing

Repository for the code for the paper Symbolic Hyperdimensional Vectors with Sparse Graph Convolutional Neural Networks, published at IJCNN 2022.

gtda-challenge-2020

This is the repo for the Giotto-tda use-cases challenge 2020.

hatespeech-classification-cnn

Project from 2018, performing hatespeech classification with a Convulotional Neural Network model. Comparing with logistic regression and XGBoost.

hyperbolic-learning

Implemented Machine Learning Algorithms in Hyperbolic Geometry (MDS, K-Means, Support vector machines, etc.)

ia-gvrp

Inteligencia Artificial - Project work in Artificial intelligence course. Implemented forward-checking on Green-Vehicle Routing problem. Was not an efficient algorithm.

ig-markets-api-python-library

A lightweight Python library that can be used to get live data from IG Markets REST and STREAM API with a LIVE or DEMO account

img-to-chars

Convert an img to a character image!

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

jussipyutils

kaggle-stuff

Kaggle playaround

kge

LibKGE - A knowledge graph embedding library for reproducible research

kgreasoning

Multi-Hop Logical Reasoning in Knowledge Graphs

miniball

Fast computation of the smallest enclosing ball of a point set, in low or moderately high dimensions.

minicore

Fast and memory-efficient clustering + coreset construction, including fast distance kernels for Bregman and f-divergences.

ml-implementations

Side project worked on when there is time. Intention is to implement algorithms from scratch and visualize, preferrably with 2D-data.

mogutda

Topological Data Analysis in Python: Simplicial Complex

multi-armed-bandits

A comparison of different algorithms for the k-armed bandit problem made in 2018.

nl-augmenter

NL-Augmenter 🦎 → 🐍 A Collaborative Repository of Natural Language Transformations

para-nmt-50m

Pre-trained models and code and data to train and use models from "Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations"

paraphraser

Sentence paraphrase generation at the sentence level