Brian Parbhu's repositories
pyromania
Amortized Bayesian inference using Pyro and NumPyro
ctcdecode
PyTorch CTC Decoder bindings
OndaEDF.jl
utilities for importing/exporting EDF Files to/from Onda datasets
cloud-stan
A Dask and Ray powered tool to run Stan-based programs in the cloud
speechBCI
Code for the paper "A high-performance speech neuroprosthesis"
BayesPlot.jl
A Julia-native port of the R-based bayesplot package using gadfly
beanmachine
A library that allows for inference on probabilistic models
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.
StanDashViz
A collection of useful Stan visualization built with hvplot, plotly, and dash for Python and Julia
ShinyStan.py
Shiny Stan visualization framework in Python
kedro-streamz
A kedro-based template for streamz projects using dask, airflow, onnx, and tsfresh
kedro-onnx
Adds ONNX support to Kedro
CmdStan-Windows10-Installer
This is the NSIS process which generates the .exe Windows 10 installer file for CmdStan
StanArm.jl
Julia version of the beloved rstanarm package but utilizes Stan.jl as the primary interface for dealing with precompiled Stan programs.
Prophet.jl
Julia version of the Facebook prophet tool
BayesTest.jl
A port of the R bayestestR package for Julia users
handwritingBCI
Code from the paper "High-Performance Brain-to-Text Communication via Handwriting"
Loo.jl
A Julia-native version of the beloved loo package within R
onnx-stan
An onnx compatible solution that allows Stan users to store Stan models in the Onnx format
SBC.jl
Simulation-based Calibration examples using Stan.jl
EDF.jl
Read and write EDF files in Julia
K8sClusterManagers.jl
A Julia cluster manager for Kubernetes
Onda.jl
A Julia package for high-throughput manipulation of structured signal data across arbitrary domain-specific encodings, file formats and storage layers
StatisticalRethinking.jl
Julia versions of the R package statistical rethinking
Lighthouse.jl
Performance evaluation tools for multiclass, multirater classification models
LegolasFlux.jl
Save Flux model weights in Legolas-powered Arrow tables
Legolas.jl
Tables.jl-friendly mechanisms for constructing, reading, writing, and validating Arrow tables against extensible, versioned, user-specified schemas.