Probabilistic Machine Learning

Hakutulokset

• jlintusaari/tb-model: Publication

  Lintusaari, J. (Creator), Zenodo, 2019

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

  Tietoaineisto: Ohjelmisto tai koodi

• Modeling binding specificities of transcription factor pairs with random forests

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

  DOI - pysyväislinkki: 10.6084/m9.figshare.c.6031779.v1, https://springernature.figshare.com/collections/Modeling_binding_specificities_of_transcription_factor_pairs_with_random_forests/6031779/1 ja vielä 2 linkkiä, https://doi.org/10.6084/m9.figshare.20003418.v1, https://doi.org/10.6084/m9.figshare.20003421.v1 (näytä vähemmän)

  Tietoaineisto: Dataset

• 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 jouluk. 2024

  DOI - pysyväislinkki: 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

  Tietoaineisto: 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 maalisk. 2025

  DOI - pysyväislinkki: 10.5281/zenodo.2540944

  Tietoaineisto: Ohjelmisto tai koodi

• 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 - pysyväislinkki: 10.5281/zenodo.4579993, https://zenodo.org/record/4579994

  Tietoaineisto: Ohjelmisto tai koodi

• 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 kesäk. 2022

  DOI - pysyväislinkki: 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

  Tietoaineisto: Dataset

• nicholasjclark/mvgam: v1.1.4

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

  DOI - pysyväislinkki: 10.5281/zenodo.6918047

  Tietoaineisto: Ohjelmisto tai koodi

• 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 - pysyväislinkki: 10.5281/zenodo.1405540, https://zenodo.org/record/6573964

  Tietoaineisto: Ohjelmisto tai koodi

• Run BDA Demos on JupyterHub

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

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

  Tietoaineisto: Ohjelmisto tai koodi

• 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 huhtik. 2023

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

  Tietoaineisto: 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 elok. 2021

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

  Tietoaineisto: Dataset

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

  Järvenpää, M. (Creator), GitHub, 2019

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

  Tietoaineisto: Dataset

• arviz-devs/EABM: v0.1.0

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

  DOI - pysyväislinkki: 10.5281/zenodo.15127548

  Tietoaineisto: Ohjelmisto tai koodi

• AI4Spec Tutorial

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

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

  Tietoaineisto: Dataset

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

  Cui, T. (Creator), Zenodo, 2022

  DOI - pysyväislinkki: 10.5281/zenodo.7255101

  Tietoaineisto: Ohjelmisto tai koodi

• 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 - pysyväislinkki: 10.5281/zenodo.5536916

  Tietoaineisto: 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 - pysyväislinkki: 10.17632/5kgw7ssbpx.1, https://data.mendeley.com/datasets/5kgw7ssbpx

  Tietoaineisto: Dataset

• 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 elok. 2024

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

  Tietoaineisto: Dataset