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    43 repositories

    • Contrastive_Predictive_coding

      Public
      This is a modified version of contrastive predictive coding on time series
      Python
      •0•1•0•0•Updated Dec 16, 2024Dec 16, 2024

    • FCCA

      Public
      Python
      •0•0•0•0•Updated Jun 4, 2024Jun 4, 2024

    • nsds_lab_to_nwb

      Public
      Python package to convert NSDS Lab data to NWB files.
      Python
      •4•0•6•0•Updated May 23, 2024May 23, 2024

    • Natural-Sounds-Visualizations

      Public
      Python code by Vitto Resnick for importing and visualizing audio files as ndarrays.
      Jupyter Notebook
      •0•0•0•0•Updated Apr 8, 2024Apr 8, 2024

    • FCCA_analysis

      Public
      Jupyter Notebook
      •0•0•0•0•Updated Mar 28, 2024Mar 28, 2024

    • nersc_python

      Public
      Docker images and example slurm scripts
      Dockerfile
      •0•0•1•0•Updated Mar 26, 2024Mar 26, 2024

    • ergm

      Public
      Fit, Simulate and Diagnose Exponential-Family Models for Networks
      R
      •
      Other
      •36•0•0•0•Updated Oct 28, 2023Oct 28, 2023

    • pyuoi

      Public
      The Union of Intersections Framework in Python
      Python
      •
      Other
      •16•13•7•1•Updated Oct 18, 2023Oct 18, 2023

    • ML_4_prec_prognosis

      Public
      Jupyter Notebook
      •0•1•0•1•Updated Oct 6, 2023Oct 6, 2023

    • noise_correlations

      Public
      Noise correlation metrics and null models
      Jupyter Notebook
      •0•0•0•0•Updated Sep 7, 2023Sep 7, 2023

    • DynamicalComponentsAnalysis

      Public
      Dynamical Components Analysis
      machine-learningalgorithmspytorchdimensionality-reduction
      Python
      •
      Other
      •11•31•8•0•Updated Jul 6, 2023Jul 6, 2023

    • ReachMaster

      Public
      A pneumatically-actuated robotic system for complex rodent reaching tasks
      Jupyter Notebook
      •
      Other
      •4•3•0•0•Updated Mar 23, 2023Mar 23, 2023

    • neuropacks

      Public
      A set of classes to parse various neuroscience datasets.
      Python
      •2•2•1•0•Updated Mar 20, 2023Mar 20, 2023

    • CPIC

      Public
      Python
      •0•0•0•0•Updated Feb 1, 2023Feb 1, 2023

    • neurobiases

      Public
      Identifying and mitigating statistical biases in neural models of tuning and functional coupling
      Jupyter Notebook
      •0•0•0•1•Updated Dec 17, 2022Dec 17, 2022

    • process_nwb

      Public
      Functions for preprocessing timeseries data stored in the NWB format
      neurosciencedata-analysisecognwb-format
      Python
      •6•4•5•0•Updated Jun 24, 2022Jun 24, 2022

    • sparse_coding

      Public
      Sparse coding models in pytorch
      Python
      •0•1•3•0•Updated Apr 20, 2022Apr 20, 2022

    • variational_bounds_of_mutual_information

      Public
      python version of variational bounds of mutual information
      Python
      •0•1•0•0•Updated Mar 21, 2022Mar 21, 2022

    • info_measures

      Public
      Python implementations of information theoretic measures
      Jupyter Notebook
      •0•4•0•0•Updated Mar 14, 2022Mar 14, 2022

    • Compressed-Predictive-Information-Coding

      Public
      The repo for compressed predictive information coding
      Python
      •1•0•0•0•Updated Mar 11, 2022Mar 11, 2022

    • concavity

      Public
      Concave Hull boundary polygon for an array of points and concave and convex polygon vertex detection
      Python
      •
      MIT License
      •9•0•0•0•Updated Feb 9, 2022Feb 9, 2022

    • OriginsOfECoG

      Public
      Python
      •0•2•1•0•Updated Feb 5, 2022Feb 5, 2022

    • PyRKHSstats

      Public
      A Python package implementing a variety of statistical methods that rely on kernels (e.g. HSIC for independence testing).
      Python
      •
      GNU General Public License v3.0
      •3•0•0•0•Updated Jan 12, 2022Jan 12, 2022

    • PDCA

      Public
      Probabilistic Dynamic Component Analysis
      Python
      •0•1•0•0•Updated Dec 16, 2021Dec 16, 2021

    • Gaussian-Process-Regression-Network

      Public
      Pytorch version of Gaussian Process Regression Network
      Python
      •0•1•0•0•Updated Nov 4, 2021Nov 4, 2021

    • HangulFontsDatasetGenerator

      Public
      Scripts to generate the Hangul Fonts Dataset
      Jupyter Notebook
      •
      Other
      •1•0•0•0•Updated Jul 14, 2021Jul 14, 2021

    • Orthogonal-Stochastic-Linear-Mixing-Model

      Public
      This is the python implementation of the paper [Bayesian Inference in High-Dimensional Time-Series with the Orthogonal Stochastic Linear Mixing Model]. We propose a new regression framework to model multivariate output response data, which not only capture the complex input-dependent correlation across outputs, but also is effient for massive mo…
      Python
      •
      MIT License
      •0•0•0•0•Updated Jun 3, 2021Jun 3, 2021

    • neuroinference

      Public
      Accurate inference in parametric models reshapes neuroscientific interpretation and improves data-driven discovery
      Jupyter Notebook
      •0•2•0•0•Updated Mar 9, 2021Mar 9, 2021

    • template_module_repo

      Public template
      Template repository for a repo for a module/library (not a paper/project)
      Python
      •0•0•0•0•Updated Dec 8, 2020Dec 8, 2020

    • template_paper_repo

      Public template
      Template repository for a repo for a paper/project (not a module/library)
      Python
      •1•0•0•0•Updated Dec 8, 2020Dec 8, 2020