Probabilistic Machine Learning

Search results

• jlintusaari/tb-model: Publication

  Lintusaari, J. (Creator), Zenodo, 2019

  DOI: 10.5281/zenodo.2540932, https://zenodo.org/record/2540933

  Dataset: Software or code

• VictoriaLyu/gpstuff: Evaluating Gaussian Process Metamodels and Sequential Designs for Noisy Level Set Estimation V1

  Vehtari, A. (Creator), Vanhatalo, J. (Creator), Sivula, T. (Creator), Solin, A. (Creator), Siivola, E. (Creator), Hartmann, M. (Creator), Steinhart, J. (Creator) & Karikomi, M. (Creator), Zenodo, 2021

  DOI: 10.5281/zenodo.4579993, https://zenodo.org/record/4579994

  Dataset: Software or code

• nicholasjclark/mvgam: v1.1.4

  Clark, N. (Creator), Senyondo, H. (Creator) & Vehtari, A. (Creator), Zenodo, 19 Feb 2025

  DOI: 10.5281/zenodo.6918047

  Dataset: Software or code

• Additional file 2 of Modeling binding specificities of transcription factor pairs with random forests

  Antikainen, A. A. (Creator), Heinonen, M. (Creator) & Lähdesmäki, H. (Creator), figshare, 6 Jun 2022

  DOI: 10.6084/m9.figshare.20003421, https://springernature.figshare.com/articles/dataset/Additional_file_2_of_Modeling_binding_specificities_of_transcription_factor_pairs_with_random_forests/20003421

  Dataset

• Connectomes of phase-synchronization generated by Wilson-Cowan network model

  Williams, N. (Contributor), Toselli, B. (Creator), Siebenhühner, F. (Contributor), Palva, S. (Creator), Arnulfo, G. (Creator), Kaski, S. (Contributor) & Palva, M. (Contributor), Mendeley Data, 6 Aug 2021

  DOI: 10.17632/bgs7w9z24h.2, https://data.mendeley.com/datasets/bgs7w9z24h

  Dataset

• AI4Spec Tutorial

  Ghosh, K. (Creator), Zenodo, 3 Nov 2023

  DOI: 10.5281/zenodo.10069731, https://zenodo.org10069732

  Dataset

• Code and data for a Bayesian model for bacterial colonization (BaeMBac)

  Järvenpää, M. (Creator), GitHub, 2019

  https://github.com/mjarvenpaa/bacterial-colonization-model

  Dataset

• Biological constraints for parameter values of large-scale biologically plausible human Neuroscience models

  Williams, N. (Creator), Ojanperä, A. (Contributor), Siebenhühner, F. (Contributor), Toselli, B. (Contributor), Palva, S. (Contributor), Arnulfo, G. (Contributor), Kaski, S. (Contributor) & Palva, M. (Contributor), Mendeley Data, 2023

  DOI: 10.17632/5kgw7ssbpx.1, https://data.mendeley.com/datasets/5kgw7ssbpx

  Dataset

• Modeling binding specificities of transcription factor pairs with random forests

  Antikainen, A. A. (Creator), Heinonen, M. (Creator) & Lähdesmäki, H. (Creator), figshare, 2022

  DOI: 10.6084/m9.figshare.c.6031779.v1, https://springernature.figshare.com/collections/Modeling_binding_specificities_of_transcription_factor_pairs_with_random_forests/6031779/1 and 2 more links, https://doi.org/10.6084/m9.figshare.20003418.v1, https://doi.org/10.6084/m9.figshare.20003421.v1 (show fewer)

  Dataset

• ArviZ

  Martin, O. A. (Creator), Hartikainen, A. (Creator), Abril-Pla, O. (Creator), Carroll, C. (Creator), Kumar, R. (Creator), Naeem, R. (Creator), Arroyuelo, A. (Creator), Gautam, P. (Creator), Goldman, R. P. (Creator), Banerjea, A. (Creator), Pasricha, N. (Creator), Axen, S. (Creator), Sanjay, R. (Creator), Gruevski, P. (Creator), Rochford, A. (Creator), Mahweshwari, U. (Creator), Kazantsev, V. (Creator), Zinkov, R. (Creator), Phan, D. (Creator), Chai, C. P. (Creator), Matamoros, A. A. (Creator), Arunava (Creator), Shekhar, M. (Creator), Andorra, A. (Creator), Carrera, E. (Creator), Osthege, M. (Creator), Munoz, H. (Creator), Gorelli, M. E. (Creator), Capretto, T. (Creator) & Kunanuntakij, T. (Creator), Zenodo, 6 Mar 2025

  DOI: 10.5281/zenodo.2540944

  Dataset: Software or code

• Improving Artificial Teachers by Considering How People Learn and Forget: Dataset

  Nioche, A. (Creator), Murena, P.-A. (Creator), de la Torre-Ortiz, C. (Creator) & Oulasvirta, A. (Creator), Zenodo, 2021

  DOI: 10.5281/zenodo.5536916

  Dataset

• Identification of multiplicatively acting modulatory mutational signatures in cancer

  Kičiatovas, D. (Creator), Guo, Q. (Creator), Kailas, M. (Creator), Pesonen, H. (Creator), Corander, J. (Creator), Kaski, S. (Creator), Pitkänen, E. (Creator) & Mustonen, V. (Creator), figshare, 13 Apr 2023

  DOI: 10.6084/m9.figshare.c.6579047, https://springernature.figshare.com/collections/Identification_of_multiplicatively_acting_modulatory_mutational_signatures_in_cancer/6579047

  Dataset

• Run BDA Demos on JupyterHub

  Ghosh, K. (Creator), Zenodo, 1 Sept 2020

  DOI: 10.5281/zenodo.4010715, https://zenodo.org/record/4010716

  Dataset: Software or code

• arviz-devs/EABM: v0.1.0

  Martin, O. A. (Creator) & Abril-Pla, O. (Creator), Zenodo, 2 Apr 2025

  DOI: 10.5281/zenodo.15127548

  Dataset: Software or code

• Human-in-the-loop active learning for goal-oriented molecule generation

  Nahal, Y. (Creator), Menke, J. (Creator), Martinelli, J. (Creator), Heinonen, M. (Creator), Kabeshov, M. (Creator), Janet, J. P. (Creator), Nittinger, E. (Creator), Engkvist, O. (Creator) & Kaski, S. (Creator), figshare, 10 Dec 2024

  DOI: 10.6084/m9.figshare.c.7577679.v1, https://springernature.figshare.com/collections/Human-in-the-loop_active_learning_for_goal-oriented_molecule_generation/7577679/1

  Dataset

• papis/papis: VERSION 0.12

  Gallo, A. (Creator), Balzarotti, N. (Creator), Plews, M. (Creator), Fikl, A. (Creator), Woodruff, J. (Creator), Coudron, M. (Creator), Moll, A. V. (Creator), Popoff, S. M. (Creator), Grimler, H. (Creator), Leinweber, K. (Creator), Haussmann, M. (Creator), Ramsey, A. (Creator), Akinshin, A. (Creator), Timm, H. (Creator), McMahon, M. (Creator), Lantwin, O. (Creator), Schütz, R. (Creator), Tsatsoulis, T. (Creator), Langley, Z. (Creator), Zhang, L. (Creator), Kölling, T. (Creator) & Hauser, J. (Creator), Zenodo, 2022

  DOI: 10.5281/zenodo.1405540, https://zenodo.org/record/6573964

  Dataset: Software or code

• Code for "Gene-Gene Interaction Detection with Deep Learning"

  Cui, T. (Creator), Zenodo, 2022

  DOI: 10.5281/zenodo.7255101

  Dataset: Software or code

• Human-in-the-loop assisted de novo molecular design

  Sundin, I. (Creator), Voronov, A. (Creator), Xiao, H. (Creator), Papadopoulos, K. (Creator), Bjerrum, E. J. (Creator), Heinonen, M. (Creator), Patronov, A. (Creator), Kaski, S. (Creator) & Engkvist, O. (Creator), figshare, 13 Aug 2024

  DOI: 10.6084/m9.figshare.c.6582620, https://springernature.figshare.com/collections/Human-in-the-loop_assisted_de_novo_molecular_design/6582620

  Dataset