Pinned Repositories
fastapi-react-graphql
Example of a simple FastAPI and React app using GraphQL
fishualize
The fishualize package provides color scales and silhouettes for plotting in R based on nature’s most stunning and colorful organisms: teleost fishes (with a few chondrichthyan cameos).
model-calibration-evaluation
Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference
multivariate_analysis_examples
Several examples of multivariate techniques implemented in R, Python, and SAS. Multivariate concrete dataset retrieved from https://archive.ics.uci.edu/ml/datasets/Concrete+Slump+Test. Credit to Professor I-Cheng Yeh.
react-typescript-graphql
A simple search tool to retrieve git repo information from GitHub, GitLab, and Bitbucket. Uses TypeScript and GraphQL for server-side API searches, and React.js for client-side rendering.
sir-agent-based-modelling
Agent-based modelling of pandemics using the Susceptible, Infected, Recovered (SIR) framework.
stan-cmdstanr-docker
A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling
time-series-airflow-kafka-spark
A simple demonstration of an Airflow-Kafka-Spark (AKS) stack for online time series forecasting.
time_series_anomaly_detection_examples
Several examples of anomaly detection algorithms for time series data.
vue-python-graphql
A simple search tool to retrieve git repo information from GitHub, GitLab, and Bitbucket. Uses aiohttp and Graphene for server-side API searches, and Vue.js for client-side rendering.
JBris's Repositories
JBris/stan-cmdstanr-docker
A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling
JBris/model-calibration-evaluation
Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference
JBris/fastapi-react-graphql
Example of a simple FastAPI and React app using GraphQL
JBris/sir-agent-based-modelling
Agent-based modelling of pandemics using the Susceptible, Infected, Recovered (SIR) framework.
JBris/nextflow-graph-machine-learning
A Nextflow pipeline demonstrating how to train graph neural networks for gene regulatory network reconstruction using DREAM5 data.
JBris/pymc-horseshoe
Horseshoe regression model fitted in PyMC.
JBris/bayes-growth-bdd
Demonstrating the use of behavior-driven development (BDD) to Bayesian growth models for assumption tracking.
JBris/docker-clickhouse-postgres
Docker setup for ClickHouse and Postgres
JBris/docker-metabase-postgres
Docker setup for Metabase and Postgres
JBris/docker-spark-sparklyr
Docker setup for Apache Spark and the R sparklyr package
JBris/learn-kubernetes-basics
Going through the tutorials for learning the basics of Kubernetes
JBris/pymc_ode
Going through the tutorials for integrating PyMC with ODEs
JBris/r-plumber-tutorials
Going through the tutorials for working with the Plumber package in R for developing web APIs: https://www.rplumber.io/
JBris/seaweedfs-s3-trial
Testing out SeaweedFS for s3 storage. Particularly for MLOps purposes.
JBris/shiny-app-tutorials
Working through tutorials for developing Shiny apps
JBris/stan-cmdstanr-gpu-docker
A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling. GPU support using OpenCL is available.
JBris/ApsimX
ApsimX is the next generation of APSIM
JBris/deepgp_eval
Evaluating Deep Gaussian processes
JBris/hypothesis-property-based-testing
Trying out the hypothesis library for property-based testing
JBris/mlflow-bentoml-integration
Testing the integration of MLFlow and BentoML
JBris/pluggy-test-python
Testing the Pluggy Python library and creating a composable pipeline.
JBris/plumber-api-set-user
JBris/pycaret-fugue-dask-test
Testing PyCaret, Fugue, and Dask
JBris/pymc-mlflow-deployment
Testing deployment of PyMC models using MLFlow and BentoML.
JBris/python_data_profiler_comparison
Comparison between several Python data profile libraries.
JBris/slurm-rest-api-docker
A test Docker build for SLURM with the SLURM REST API configured.
JBris/time-series-airflow-kafka-spark
A simple demonstration of an Airflow-Kafka-Spark (AKS) stack for online time series forecasting.
JBris/FieldNBalance
Nitrogen balance model components and test procedures
JBris/Grapevine_Botrytis_disease_model
JBris/minio_deploy
Docker deployment for MinIO