https://astroml-hackdays.org/homepage daily 1.0 2020-11-12 https://astroml-hackdays.org/organisators daily 0.75 2020-11-09 https://static1.squarespace.com/static/5e96f8764b617e2a17698cc7/t/5f5a1777a2693c2baadaa505/1599739794469/headshot+of+a+smiling+woman Team https://static1.squarespace.com/static/5e96f8764b617e2a17698cc7/t/5f81a021258d731d21341856/1602330661723/me3.jpg Team https://static1.squarespace.com/static/5e96f8764b617e2a17698cc7/t/5f7ffc3b41aae816c268ec82/1604931510121/person-gray-photo-placeholder-woman-vector-22964655.jpg Team https://static1.squarespace.com/static/5e96f8764b617e2a17698cc7/t/5fa961adef83d42c47e6d103/1604936118396/Michela_Sperti_1.jpg Team https://static1.squarespace.com/static/5e96f8764b617e2a17698cc7/t/5f5a167f08252f38ce13ab94/1599739527788/person-detail.person_image.jpeg Team https://static1.squarespace.com/static/5e96f8764b617e2a17698cc7/t/5f7ffd35e790d477f1484254/1602223420211/Megan_Ansdell.jpg Team https://static1.squarespace.com/static/5e96f8764b617e2a17698cc7/t/5f9047ce3e827c08d7143094/1603291101625/avatar.jpg Team https://static1.squarespace.com/static/5e96f8764b617e2a17698cc7/t/5f8c54cc74b07e3a7af3c7ec/1603032275590/0-5.jpeg Team https://static1.squarespace.com/static/5e96f8764b617e2a17698cc7/t/5f5a17afa2693c2baadaaa34/1599739891689/headshot+of+a+smiling+man Team https://static1.squarespace.com/static/5e96f8764b617e2a17698cc7/t/5f8c54bb355c4832f57bd353/1603032259112/Alison-B.-Lowndes-NVIDIA-NASA-FDL.jpg Team https://astroml-hackdays.org/registration daily 0.75 2021-04-14 https://astroml-hackdays.org/faqs-2 daily 0.75 2020-09-13 https://astroml-hackdays.org/prerequisites daily 0.75 2020-11-09 https://astroml-hackdays.org/seminars daily 0.75 2020-09-13 https://astroml-hackdays.org/seminars/classification monthly 0.5 2020-12-07 https://astroml-hackdays.org/seminars/de-noising monthly 0.5 2021-01-07 https://static1.squarespace.com/static/5e96f8764b617e2a17698cc7/t/5f5e4e686ac380290604ce52/1600016017718/denoising_website.png Seminars - De-noising of images -11th Dec. 2020 Figure 1: What the effect of an autoencoder trained for de-noising can be. Source https://www.kaggle.com/anmour/convolutional-autoencoder-with-keras. https://astroml-hackdays.org/seminars/anomaly-detection monthly 0.5 2021-01-07 https://static1.squarespace.com/static/5e96f8764b617e2a17698cc7/t/5f5de610d7bf523730dc41f9/1599989401539/1*LeOHKmUFha2r3QJ7riR1zg.png Seminars - Anomaly Detection and (variational) autoencoders - 13th Nov. 2020 Figure 1: Different ways of visualising clusters of similar hand-written digits (MNIST dataset) with the first two components of PCA (Left) and the first two using T-SNE (right) (Source towarddatascience.com). https://static1.squarespace.com/static/5e96f8764b617e2a17698cc7/t/5f5de71b381d4c58cebd1890/1599989585889/astro-autoencoders.png Seminars - Anomaly Detection and (variational) autoencoders - 13th Nov. 2020 Figure 2: a typical architecture of an autoencoder. This type of architectures try to learn to reconstruct the input data via an encoding-decoding approach. https://astroml-hackdays.org/seminars/enhancing-images monthly 0.5 2021-02-23