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boostingtextclassifiersbygenerativemodelling

Boosting a standard LSTM-based text classifier by generative modelling and subsequent lowering of out of distribution data (OOD) probabilities

compression_tutorial

computer_vision_1

Computer Vision 1

connect-4

Play connect-4 against a fuzzy logic agent

deepfaceimagesynthesis

Project considered the problem of GAN-generated photorealistic, personalised facial models, that transfers a person's (source) facial expression movements to another person's (target) face for video generation

evolutionary_computing_tsp_solver

Approximate Traveling Salesman Problem (TSP) solver using probabilistic evolutionary computing with tribes

information_retrieval

Assignment 1b, course IR1, MSc AI UvA

kr_qualitative_reasoner

Qualitative Reasoning Engine

lat-pfn

This work introduces LaT-PFN, a novel time series model that combines PFN and JEPA frameworks to generate zero-shot forecasts efficiently, using a versatile latent space that enables adaptable time granularity and superior predictive performance.

leren-beslsissen-pytorch-tutorial

Repository used for teaching students about PyToch. Contains things like training examples, dataloaders and more

lth_paper_summaries

movies_to_watch_app

optuna_tutorial

reinforcementlearningexperiencereplay

sat-solver

Generic SAT-solver with Lookahead and CDCL

snip-it

This repository is the official implementation of the paper Pruning via Iterative Ranking of Sensitivity Statistics and implements novel pruning / compression algorithms for deep learning / neural networks. Amongst others it implements structured pruning before training, its actual parameter shrinking and unstructured before/during training.

test_packaging

thesis_bsc