Brian Parbhu's repositories

BayesPlot.jl

A Julia-native port of the R-based bayesplot package using gadfly

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hpc-stan

A Dask powered HPC/cloud friendly interface for BridgeStan, CmdStanPy, and PyStan

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INLA.jl

A Julia version of the INLA package for Integrated Nested Laplace Approximations used in R.

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kedro-streamz

A kedro-based template for streamz projects using dask, airflow, onnx, and tsfresh

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BayesTest.jl

A port of the R bayestestR package for Julia users

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CmdStan-Windows10-Installer

This is the NSIS process which generates the .exe Windows 10 installer file for CmdStan

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Loo.jl

A Julia-native version of the beloved loo package within R

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onnx-stan

An onnx compatible solution that allows Stan users to store Stan models in the Onnx format

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Prophet.jl

Julia version of the Facebook prophet tool

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SBC.jl

Simulation-based Calibration examples using Stan.jl

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StanArm.jl

Julia version of the beloved rstanarm package but utilizes Stan.jl as the primary interface for dealing with precompiled Stan programs.

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beanmachine

A library that allows for inference on probabilistic models

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brainmagick

Training and evaluation pipeline for MEG and EEG brain signal encoding and decoding using deep learning. Code for our paper "Decoding speech perception from non-invasive brain recordings" published in Nature Machine Intelligence, 2023.

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cloud-stan

A Dask and Ray powered tool to run Stan-based programs in the cloud

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ctcdecode

PyTorch CTC Decoder bindings

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EDF.jl

Read and write EDF files in Julia

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handwritingBCI

Code from the paper "High-Performance Brain-to-Text Communication via Handwriting"

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K8sClusterManagers.jl

A Julia cluster manager for Kubernetes

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kedro-onnx

Adds ONNX support to Kedro

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Legolas.jl

Tables.jl-friendly mechanisms for constructing, reading, writing, and validating Arrow tables against extensible, versioned, user-specified schemas.

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LegolasFlux.jl

Save Flux model weights in Legolas-powered Arrow tables

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Lighthouse.jl

Performance evaluation tools for multiclass, multirater classification models

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Onda.jl

A Julia package for high-throughput manipulation of structured signal data across arbitrary domain-specific encodings, file formats and storage layers

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OndaEDF.jl

utilities for importing/exporting EDF Files to/from Onda datasets

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pyromania

Amortized Bayesian inference using Pyro and NumPyro

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ShinyStan.py

Shiny Stan visualization framework in Python

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speechBCI

Code for the paper "A high-performance speech neuroprosthesis"

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StanDashViz

A collection of useful Stan visualization built with hvplot, plotly, and dash for Python and Julia

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StatisticalRethinking.jl

Julia versions of the R package statistical rethinking

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