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alexanderkeijser73's Projects

deezer_mf icon deezer_mf

Improving Collaborative Metric Learning for Recommendation by a 2-stage negative sampling strategy.

encoder-decoder icon encoder-decoder

Encoder-decoder model with attention (Luong), with two LSTM layers with 500 hidden units on both encoder and decoder side. The vocabulary size on both source (english) and target side (Dutch) is 50000. The model is trained on the train part of the TED dataset (https://wit3.fbk.eu/mt.php?release=2017-01-trnmted), maximum sequence length 50.

imbalanced-learn icon imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

krqr icon krqr

We're developing an algorithm for generating state-graphs from causal models

mlflow icon mlflow

Open source platform for the machine learning lifecycle

msongsdb icon msongsdb

Code for the Million Song Dataset, the dataset contains metadata and audio analysis for a million tracks, a collaboration between The Echo Nest and LabROSA. See website for details.

music_metriclearning icon music_metriclearning

A PyTorch implementation of the paper "Deep ranking: Triplet MatchNet for music metric learning"

nlp1-2017 icon nlp1-2017

Repo for University of Amsterdam NLP1 course

probflow icon probflow

A Python package for building Bayesian models with TensorFlow or PyTorch

pytorch-unet icon pytorch-unet

Pytorch implementation of the U-Net for image semantic segmentation, with dense CRF post-processing

scrapera icon scrapera

A universal package of scraper scripts for humans

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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