Projects in Awesome Lists by JBris
A curated list of projects in awesome lists by JBris .
https://github.com/jbris/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.
canonical-correlation-analysis concrete dimension-reduction dimensionality-reduction factor-analysis mds multivariate multivariate-analysis multivariate-data multivariate-distributions multivariate-linear-regression multivariate-regression multivariate-statistics nmds partial-least-squares partial-least-squares-regression pca pca-analysis pls redundancy-analysis
Last synced: 04 May 2025
https://github.com/jbris/time_series_anomaly_detection_examples
Several examples of anomaly detection algorithms for time series data.
anomaly-detection anomaly-detection-algorithm data-science docker grafana grafana-influxdb influxdb influxdb-grafana machine-learning machine-learning-algorithms python r rstudio statistics telegraf tensorflow tensorflow-examples tensorflow-tutorials time-series time-series-analysis
Last synced: 04 May 2025
https://github.com/jbris/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.
aiohttp apollo apollo-client asyncio beautifulsoup bitbucket bulma docker github gitlab graphene graphene-aiohttp graphql gunicorn python python3 vue vue-aiohttp-graphql vuex yapsy
Last synced: 04 May 2025
https://github.com/jbris/stan-cmdstanr-docker
A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling
bayesian-inference bayesian-statistics bayesplot brms cmdstan data-science docker docker-compose docker-image dockerfile probabilistic-programming r rstan rstanarm stan statistics tidybayes tidyverse
Last synced: 04 May 2025
https://github.com/jbris/fastapi-react-graphql
Example of a simple FastAPI and React app using GraphQL
adminer apollo-client cloudbeaver docker docker-compose elasticsearch fastapi fastapi-docker fastapi-framework graphql graphql-server metabase postgres react react-redux reactjs redis strawberry-graphql tailwind tailwindcss
Last synced: 27 Oct 2025
https://github.com/jbris/stan-cmdstanr-gpu-docker
A Docker image to run Stan, cmdstanr, and brms for Bayesian statistical modelling. GPU support using OpenCL is available.
bayes bayesian-inference brms cmdstan cmdstanr data-science docker posterior probabilistic-programming projpred rstan rstanarm shinystan stan stan-gpu stan-lang stan-math-library tidybayes tidyverse
Last synced: 04 May 2025
https://github.com/jbris/sir-agent-based-modelling
Agent-based modelling of pandemics using the Susceptible, Infected, Recovered (SIR) framework.
agent-based agent-based-framework agent-based-model agent-based-modeling agent-based-modelling agent-based-simulation epidemic epidemic-model epidemic-modelling epidemic-simulations epidemics epidemiological-models epidemiological-predictions epidemiology sir
Last synced: 04 May 2025
https://github.com/jbris/model-calibration-evaluation
Evaluating model calibration methods for sensitivity analysis, uncertainty analysis, optimisation, and Bayesian inference
approximate-bayesian-computation bayesian-optimization bayesian-statistics bolfi deep-learning differential-evolution-mcmc generative-neural-network global-optimization kriging likelihood-free-inference optuna polynomial-chaos polynomial-chaos-expansion pymc sensitivity-analysis shuffled-complex-evolution simulation-based-inference sobol-indices surrogate-models uncertainty-analysis
Last synced: 04 May 2025
https://github.com/jbris/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.
apollo apollo-server bitbucket cheerio cheeriojs docker docker-compose docker-image github gitlab graphql inversify inversifyjs makefile node nodejs react typegraphql typescript
Last synced: 04 May 2025
https://github.com/jbris/nextflow-graph-machine-learning
A Nextflow pipeline demonstrating how to train graph neural networks for gene regulatory network reconstruction using DREAM5 data.
deep-learning docker docker-compose dream5 gene-regulatory-network gene-regulatory-network-inference gene-regulatory-networks graph-neural-network graph-neural-networks graphsage machine-learning minio mlflow mlops nextflow nextflow-pipeline nextflow-pipelines variational-autoencoder variational-inference
Last synced: 26 Jun 2025
https://github.com/jbris/prefect-surrogate-models
Demonstrating the use of Prefect to orchestrate the creation of machine learning surrogate models as applied to mechanistic crop models.
bayesian-optimization botorch dask docker docker-compose dvc gpytorch mechanistic-models minio mlflow mlflow-tracking-server mlops pcse prefect prefect-agent process-modeling surrogate-based-optimization surrogate-models variational-bayes variational-inference
Last synced: 12 Oct 2025
https://github.com/jbris/physics_informed_neural_networks_tutorial
Going through the tutorial on Physics-informed Neural Networks: https://github.com/madagra/basic-pinn
derivatives ode ode-model physics-informed physics-informed-learning physics-informed-ml physics-informed-neural-network physics-informed-neural-networks physics-model pinns
Last synced: 28 Oct 2025
https://github.com/jbris/synthetic-control-pymc
Tutorials for the synthetic control method for causal inference using PyMC
bayesian-inference bayesian-models bayesian-statistics causal-discovery causal-inference causal-modeling causal-modelling causal-models causality causality-algorithms causality-analysis pymc python synthetic-control synthetic-control-method
Last synced: 02 Mar 2025
https://github.com/jbris/angular_data_visualisation
An exploration of data visualization methods using Angular.
Last synced: 08 Jun 2026
https://github.com/jbris/bayes-growth-bdd
Demonstrating the use of behavior-driven development (BDD) to Bayesian growth models for assumption tracking.
bayesian bayesian-inference bayesian-statistics bdd bdd-framework behave behave-framework behavior-driven-development docker docker-compose fisheries gherkin gherkin-language growth-curves growth-models multi-level-model multi-level-modeling pymc sharks statistics
Last synced: 24 Jan 2026
https://github.com/jbris/deep-root-gen
A simulation model for the digital reconstruction of 3D root system architectures. Integrated with a simulation-based inference generative deep learning model.
3d-modelling 3d-models approximate-bayesian-computation bayesian-inference bayesian-statistics crop-model crop-modeling dash-app dash-plotly deep-learning generative-neural-network likelihood-free-inference normalising-flows normalizing-flows optuna root-system root-system-architecture sequential-monte-carlo simulation-based-inference simulation-modeling
Last synced: 20 Sep 2025
https://github.com/jbris/learn-kubernetes-basics
Going through the tutorials for learning the basics of Kubernetes
k8s k8s-at-home k8s-cluster k8s-deployment k8s-operator k8s-stack kubectl kubectl-commands kubernetes kubernetes-cluster kubernetes-deployment kubernetes-manifests kubernetes-monitoring kubernetes-service kubernetes-setup mariadb mysql php redis wordpress
Last synced: 09 Apr 2026
https://github.com/jbris/pymc-horseshoe
Horseshoe regression model fitted in PyMC.
bayesian-inference bayesian-statistics horseshoe horseshoe-prior pymc regularisation shrinkage shrinkage-priors sparse-regression
Last synced: 02 Mar 2025
https://github.com/jbris/openmetadata-test
Testing a Docker deployment of OpenMetadata for S3 data ingestion
data-lineage data-observability minio minio-docker openmetadata openmetadata-docker s3
Last synced: 18 Feb 2026
https://github.com/jbris/linux-package-search
A simple tool to search for Linux package information from various distros. Includes Node, Knex, and Swagger. Supports archiving information into Postgres, indexing information using Elasticsearch, and caching search results using Redis.
adminer api database debian distros docker docker-compose docker-image elasticsearch es fedora knex linux node postgres postgresql redis search swagger ubuntu
Last synced: 06 Mar 2026
https://github.com/jbris/jackson-data-models-example
Demonstration of Jackson data models
annotation annotations data-model data-model-tools data-modeling data-modelling data-models data-validation iris-dataset jackson jackson-annotation jackson-core jackson-databind jackson-json jackson-json-processor jackson-module json-schema json-schema-definitions json-schema-generator metadata
Last synced: 26 Feb 2026
https://github.com/jbris/dagster-dbt-openmetadata-docker
Docker deployment of Dagster, DBT, and OpenMetadata
dagster dagster-docker dagster-etl dagster-pipeline dagster-project data-engineering data-engineering-pipeline dbt dbt-core dbt-docker dbt-packages dbt-project docker docker-compose openmetadata openmetadata-docker poetry poetry-python
Last synced: 12 Apr 2026
https://github.com/jbris/image_classification_examples
Several examples of image classification algorithms for image data.
convolutional-neural-network convolutional-neural-networks docker image-classification image-recognition keras-tensorflow machine-learning machine-learning-algorithms number-recognition python python-script r rstudio tensorflow tensorflow-examples tensorflow-tutorials tidyverse
Last synced: 11 Apr 2026
https://github.com/jbris/sbi-epidemiology
Simulation based inference for epidemiology
bayesflow epidemiology flow-matching invertible-neural-networks normalising-flows outbreakflow sbi simulation-based-inference sir sir-model tensorflow tensorflow-probability
Last synced: 25 Feb 2026
https://github.com/jbris/docker-spark-sparklyr
Docker setup for Apache Spark and the R sparklyr package
adminer apache-spark docker docker-compose postgres postgresql rstats rstudio spark spark-dataset spark-master spark-ml spark-worker sparklyr sparklyr-extension
Last synced: 11 Apr 2026
https://github.com/jbris/dream5_grn_data
Gold standard gene regulatory network data from the DREAM5 challenge.
gene-network gene-network-inference gene-network-reconstruction gene-regulatory-network gene-regulatory-network-inference genomics network
Last synced: 19 Mar 2026
https://github.com/jbris/docker-metabase-postgres
Docker setup for Metabase and Postgres
docker docker-compose metabase metabase-data postgresql
Last synced: 11 Apr 2026
https://github.com/jbris/r-plumber-tutorials
Going through the tutorials for working with the Plumber package in R for developing web APIs: https://www.rplumber.io/
api api-rest api-tutorial plumber-api plumber-applications plumber-tutorial r-plumber rest rplumber web-api
Last synced: 24 May 2026
https://github.com/jbris/pymc-mlflow-deployment
Testing deployment of PyMC models using MLFlow and BentoML.
bayesian-inference bayesian-statistics bentoml bentoml-service boto3 botocore devops docker hydra minio minio-server mlflow mlflow-tracking mlflow-tracking-server mlops mlops-workflow pymc pymc-experimental
Last synced: 13 May 2026
https://github.com/jbris/gui-app-docker-test
Test to see how to run GUI apps in Docker
docker docker-compose gedit gui gui-application xserver
Last synced: 27 Feb 2026
https://github.com/jbris/slurm-rest-api-docker
A test Docker build for SLURM with the SLURM REST API configured.
docker docker-compose hpc hpc-applications rest rest-api slurm slurm-cluster slurm-rest slurm-rest-api slurm-workload-manager
Last synced: 20 Sep 2025
https://github.com/jbris/clearml-testing
Testing out ClearML.
clearml clearml-agent devops devops-tools machine-learning mlops mlops-project mlops-workflow model-deployment model-evaluation model-evaluation-and-comparison model-evaluation-and-refinement model-evaluation-and-selection model-evaluation-and-tuning model-evaluation-and-validation model-evaluation-metrics model-training
Last synced: 15 Feb 2026
https://github.com/jbris/drupal-enterprise-stack
A Docker stack supporting Drupal, RESTful & GraphQL APIs, OAuth 2 authentication, Redis, Postgres, Nginx, Adminer, Elasticsearch, and Kibana.
adminer docker docker-compose drupal drupal-8 drupal-8-module drupal-8-modules drupal-module drupal-modules drush elasticsearch graphql kibana mailhog nginx oauth2 redis secret stack
Last synced: 11 Apr 2026
https://github.com/jbris/sentiment_analysis_examples
Several examples of sentiment analysis algorithms for textual data.
convolutional-neural-network docker logistic-regression machine-learning machine-learning-algorithms multilayer-perceptron multilayer-perceptron-network naive-bayes-algorithm naive-bayes-classifier natural-language-processing nltk python r rstudio sentiment-analysis sentiment-classification statistics support-vector-machine svm tidyverse
Last synced: 09 May 2026
https://github.com/jbris/seaweedfs-s3-trial
Testing out SeaweedFS for s3 storage. Particularly for MLOps purposes.
boto boto3 botocore mlflow prometheus seaweedfs seaweedfs-client
Last synced: 25 Jul 2025
https://github.com/jbris/time-series-online-data-assimilation-experiments
Experiments for online learning and data assimilation for time series data.
data-assimilation data-assimilation-enkf data-fusion ensemble-kalman-filter extended-kalman-filter extended-kalman-filters kalman-filter online-learning online-learning-algorithms particle-filter particle-filtering particle-filters time-series time-series-analysis time-series-forecasting time-series-prediction unscented-kalman-filter unscented-kalman-filtering
Last synced: 03 Aug 2025
https://github.com/jbris/dataframe-processor
A simple R library to construct Extract - Transform - Load (ETL) pipelines and merge different datasets together
Last synced: 30 Aug 2025
https://github.com/jbris/apsimx-docker
Run APSIM The Next Generation using Docker
agronomy apsim apsimx crop crop-model crop-modeling docker docker-image
Last synced: 14 May 2026
https://github.com/jbris/docker-clickhouse-postgres
Docker setup for ClickHouse and Postgres
clickhouse clickhouse-client clickhouse-server docker docker-compose postgresql
Last synced: 12 Apr 2026
https://github.com/jbris/pymc_ode
Going through the tutorials for integrating PyMC with ODEs
differential-equations lotka-volterra lotka-volterra-equations lotka-volterra-model lotkas-law ode ode-model odes pymc pymc3
Last synced: 09 Jun 2026
https://github.com/jbris/shiny-app-tutorials
Working through tutorials for developing Shiny apps
rlang rlanguage shiny shiny-ae shiny-ap shiny-app shiny-applications shiny-apps shiny-modules shiny-r shiny-server shiny-tutorials shiny-web-app shiny-website shinyapps shinydashboard
Last synced: 08 Jun 2026
https://github.com/jbris/time-series-airflow-kafka-spark
A simple demonstration of an Airflow-Kafka-Spark (AKS) stack for online time series forecasting.
airflow airflow-dags bentoml bentoml-service kafka kafka-consumer kafka-producer kafka-streams minio mlflow mlflow-tracking-server mlops mlops-workflow online-learning spark spark-sql spark-streaming time-series time-series-analysis time-series-forecasting
Last synced: 16 Apr 2026
https://github.com/jbris/text_mining_with_r
This repo follows the content of the book, Text Mining with R. The book can be found here (credit to Julia Silge and David Robinson): https://www.tidytextmining.com
Last synced: 16 Feb 2026
https://github.com/jbris/seldon-testing
Testing MLServer and Alibi
alibi alibi-detect alibi-explain drift-detection interpretable-machine-learning mlops mlops-project mlops-workflow mlserver model-deployment outlier-detection pyro sklearn xgboost
Last synced: 17 Apr 2026
https://github.com/jbris/shoot-em-up-java
Shoot em up game written in Java, as a first year CS student.
Last synced: 07 Jun 2026
https://github.com/jbris/jenkins-shared-libs-oop
Shared Libraries for Jenkins pipelines. Contains a library of Groovy utility classes.
cd ci ci-cd groovy groovy-utility jenkins jenkins-pipeline jenkins-pipelines object-oriented-programming oop shared-libraries shared-library
Last synced: 29 Apr 2026
https://github.com/jbris/flyte-testing
Testing flyte
flyte flyte-machine-learning flyte-workflow flytekit-python machine-learning mlops mlops-environment mlops-project mlops-workflow
Last synced: 01 May 2026
https://github.com/jbris/python_data_profiler_comparison
Comparison between several Python data profile libraries.
automl deepchecks evidently evidentlyai reporting reporting-tool scikit-learn scklearn why ydata ydata-profiling
Last synced: 09 Jun 2026
https://github.com/jbris/kubernetes-kind-examples
Local test deployment of Kubernetes over Kind with Helm, the Argo ecosystem and others installed.
argo argo-cd argo-events argo-rollouts argo-workflow argo-workflows argocd helm helm-charts k8s kind kuberay kubernetes nginx ray redis sealed-secrets tekton volcano
Last synced: 05 May 2026
https://github.com/jbris/deepgp_eval
Evaluating Deep Gaussian processes
bayesian bayesian-gaussian-processes bayesian-inference deep-gaussian-processes deep-kernel-learning deep-learning gaussian-processes gpytorch nuts pyro sk2torch
Last synced: 11 Jun 2026
https://github.com/jbris/jbris.github.io
Landing zone for James Bristow - Recent IT Graduate from Massey University. An ambitious and driven individual who is currently seeking a long-term career as an ICT professional.
Last synced: 03 Aug 2025
https://github.com/jbris/r-packages-ebook
Working through the R Packages ebook: https://r-pkgs.org/
ebook quarto r-language r-markdown r-package r-programming r-project r-studio r-tutorial rlanguage statistics stats
Last synced: 02 Mar 2025
https://github.com/jbris/machine-learning-r
Some examples of running R in a Docker container with machine learning and MLOps features
docker docker-compose docker-image mlflow mlflow-docker mlflow-server mlflow-tracking mlflow-tracking-server mlops mlops-environment mlops-workflow quarto quarto-project r rlang rlanguage statistics stats tidymodels tidyverse
Last synced: 30 Apr 2026
https://github.com/jbris/data_mining_group_assignment
Repo for data mining group assignment.
Last synced: 02 Mar 2025
https://github.com/jbris/m4_competition_data
Data for the fourth Makridakis Competition
forecasting m4 prediction predictive-modeling statistics time-series time-series-analysis time-series-forecasting time-series-prediction timeseries ts uncertainty uncertainty-estimation uncertainty-propagation uncertainty-quantification
Last synced: 19 Mar 2026
https://github.com/jbris/aws-botorch-torchx-nas
Testing submission of AWS batch jobs using BoTorch (via Ax) and TorchX for neural architecture search
aws aws-batch ax ax-platform bayesian-optimisation bayesian-optimization botorch gaussian-processes mnist nas neural-architecture-optimization neural-architecture-search torchx
Last synced: 19 Feb 2026
https://github.com/jbris/aws-ray-cluster
Testing deployment of a Ray cluster on AWS
aws aws-ec2 cloudwatch gaussian-process-regression gaussian-processes gpytorch ray-cluster ray-core ray-docker ray-ml ray-module ray-remote raylib s3
Last synced: 07 Feb 2026
https://github.com/jbris/redis-streams-python
Testing out Redis Streams using Python client
redis redis-client redis-docker redis-docker-compose redis-pubsub redis-streams redispy
Last synced: 15 May 2026
https://github.com/jbris/nannyml-test
Testing out NannyML
data-drift datadrift mlops model-monitoring nannyml ranking
Last synced: 29 Oct 2025
https://github.com/jbris/likelihood_free_hyperpriors_test
Testing out hyper-priors for likelihood-free methods
abc approximate-bayesian-computation elfi hyperprior likelihood-free-inference multi-level-modeling pyabc pymc
Last synced: 17 Jun 2025
https://github.com/jbris/climate-structure-learning-experiments
Structure learning on climate data
bayesian-networks causal-inference causal-networks climate-networks structure-learning
Last synced: 17 Jun 2025
https://github.com/jbris/zenml-testing
Testing ZenML
machine-learning mlops mlops-environment mlops-project mlops-workflow zenml zenml-pipelines
Last synced: 09 Sep 2025
https://github.com/jbris/cluster_analysis_examples
Several cluster analysis algorithm examples.
Last synced: 17 Feb 2026
https://github.com/jbris/mqtt-docker-python
Testing MQTT using Docker and the Paho Python client
mqtt mqtt-broker mqtt-client mqtt-connector mqtt-docker mqtt-server mqttx paho-mqtt paho-mqtt-apis paho-mqtt-client paho-mqtt-python state-machine
Last synced: 16 May 2026
https://github.com/jbris/mlflow-docker
Launch an MLFlow server through Docker
conda docker docker-compose docker-image mlflow mlflow-docker mlflow-server mlflow-tracking mlflow-tracking-server mlops mlops-workflow postgres postgresql psycopg psycopg2 python
Last synced: 07 Apr 2026
https://github.com/jbris/ping-pong-java
Ping Pong game written in Java. Created as a first year CS student.
Last synced: 20 Jul 2025
https://github.com/jbris/slurm_parallel_file_creation_test
Testing parallel file creation using SLURM
batch json slurm slurm-cluster slurm-workload-manager
Last synced: 18 May 2026
https://github.com/jbris/pluggy-test-python
Testing the Pluggy Python library and creating a composable pipeline.
pipeline pluggy pluggy-api pytest python
Last synced: 11 Jun 2026
https://github.com/jbris/jupyter-sphinx-test
Testing rendering Jupter notebooks in Sphinx
jupyter jupyter-book jupyter-kernels jupyter-notebook jupyter-notebooks sphinx sphinx-doc sphinx-documentation sphinx-extension
Last synced: 03 Jul 2026
https://github.com/jbris/sqlkata_testing
Testing features of the SqlKata Query Builder for different database backends.
docker docker-compose dotnet dotnet-core mvc mvc-architecture mvc-framework mysql postgres postgresql query-builder sql sqlkata
Last synced: 07 Apr 2026
https://github.com/jbris/machine_learning_imputation_examples
Several examples of imputation techniques using machine learning.
Last synced: 07 Mar 2026
https://github.com/jbris/hypothesis-property-based-testing
Trying out the hypothesis library for property-based testing
hypothesis hypothesis-tests property-based-testing pytest pytest-plugin
Last synced: 16 Sep 2025
https://github.com/jbris/jenkins-docker-bats-stack
A Docker configuration for Jenkins. Includes Bats for testing. Traefik and Portainer are included for container management and routing.
bats cd ci ci-cd docker docker-compose docker-image groovy groovy-language jenkins jenkins-ci jenkins-container jenkins-pipeline jenkinsfile pipelines portainer taps testing testing-framework traefik
Last synced: 03 Jan 2026
https://github.com/jbris/beast2-docker
Docker and Apptainer setup for the BEAST 2 software
apptainer bayesian bayesian-inference bayesian-statistics beast beast2 compartmental-model compartmental-modeling compartmental-models docker docker-compose evolutionary-models phylodynamics phylogenetic-trees phylogenetics phylogenomics phylogeography
Last synced: 19 Feb 2026
https://github.com/jbris/data_mining_crm
Implementations of data mining techniques on Customer Relationship Management data.
Last synced: 19 Feb 2026
https://github.com/jbris/compose-elasticsearch
Docker compose for deploying Elasticsearch.
auditbeat beats docker docker-compose elasticsearch elasticstack elk-stack filebeat heartbeat kibana metricbeat
Last synced: 09 Apr 2026
https://github.com/jbris/entity_framework_example
Simple demonstration of the Entity Framework
docker docker-image entity-framework entity-framework-6 entity-framework-code-first entity-framework-core orm orm-framework orm-library orm-model postgres postgresql sqlite sqlite3
Last synced: 09 Apr 2026
https://github.com/jbris/excel_dna_test
Testing the installation and use of the Excel-DNA package
c-sharp c-sharp-library dataframe dataframe-library dataframes dotnet excel excel-dna spreadsheet spreadsheets visual-studio visual-studio-code
Last synced: 10 Apr 2026
https://github.com/jbris/mage_ai_docker
Docker image for Mage AI deployment using Docker
mage-ai mage-ai-docker mage-ai-pipeline mageai mageai-docker
Last synced: 20 Jan 2026
https://github.com/jbris/keycloak-flask-auth
Testing Keycloak authentication with a Flask web app
flask flask-application flask-docker keycloak keycloak-client keycloak-docker plotly plotly-dash plotly-dash-docker
Last synced: 04 Feb 2026
https://github.com/jbris/agenttorch-testing
Testing out AgentTorch for agent-based modelling
agent-based-architecture agent-based-framework agent-based-model agent-based-modeling agent-based-models agent-based-simulation agent-based-simulations agenttorch covid-19 sir-model
Last synced: 04 Jul 2025
https://github.com/jbris/elk-stack-beats-kafka
A Docker stack including Elasticsearch, Kibana, Logstash, Beats, and Kafka.
Last synced: 06 Oct 2025
https://github.com/jbris/tidymodels-mlflow-targets-docker
Run tidyverse, tidymodels, targets, carrier, and MLFlow within Docker
carrier docker docker-compose docker-image machine-learning mlflow mlflow-docker mlflow-tracking mlflow-tracking-server mlops mlops-workflow r rlang rlanguage statistics targets targets-pipeline tidymodels tidyverse
Last synced: 14 Apr 2026
https://github.com/jbris/stan-docker
A Docker image to run Stan, rstanarm, and brms for Bayesian statistical modelling
bayesian-inference bayesian-statistics bayesplot brms data-science docker docker-compose docker-image dockerfile probabilistic-programming r rstan rstanarm stan statistics tidybayes tidyverse
Last synced: 14 Oct 2025
https://github.com/jbris/linkml-pydantic-polyfactory
Testing LinkML for generating Pydantic data models alongside polyfactory for mock data.
json-schema json-schemas linkml linkml-model-template linkml-schema mock mocking polyfactory pydantic pydantic-models pydantic-settings pydantic-v2
Last synced: 14 Apr 2026
https://github.com/jbris/marquez-test
Testing a Docker deployment of Marquez and OpenLineage
data-lineage data-observability marquez marquez-docker observability openlineage openlineage-docker
Last synced: 06 Feb 2026
https://github.com/jbris/zero-inflated-gaussian-processes
Latent gaussian processes for zero inflated count data.
gaussian-process-regression gaussian-processes gpytorch poisson-regression variational-gaussian variational-gaussian-process zero-inflated zero-inflated-model zero-inflated-negative-binomial zero-inflation zinb zinb-model zip zip-model
Last synced: 30 Jan 2026
https://github.com/jbris/beast2-experiments
Experiments with the BEAST 2 software
bayesian bayesian-inference bayesian-statistics beast2 compartmental-model compartmental-modeling compartmental-models evolutionary evolutionary-biology evolutionary-models phylodynamics phylogenetic-trees phylogenetics phylogeny phylogeography
Last synced: 07 Feb 2026
https://github.com/jbris/aws-crew-r
Testing submission of AWS batch jobs using the crew package in R
aws aws-batch aws-batch-job aws-ec2 aws-queues crew mirai
Last synced: 07 Feb 2026
https://github.com/jbris/data_structures_and_algorithms_python
Implementations of data structures and algorithms in Python.
Last synced: 05 Mar 2026
https://github.com/jbris/kedro-testing
Testing Kedro
kedro kedro-catalog kedro-hook kedro-plugin kedro-tutorial machine-learning machine-learning-models mlops mlops-environment mlops-project mlops-workflow
Last synced: 06 May 2026
https://github.com/jbris/mlflow-bentoml-integration
Testing the integration of MLFlow and BentoML
bentoml bentoml-service boto3 botocore devops docker docker-compose hydra hydra-core minio minio-server mlflow mlflow-docker mlflow-tracking mlflow-tracking-server mlops mlops-workflow s3 s3-bucket
Last synced: 08 May 2026