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James Bristow's Projects

csgmcmc icon csgmcmc

Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning

cvat icon cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

data_mining_crm icon data_mining_crm

Implementations of data mining techniques on Customer Relationship Management data.

dataframe-processor icon dataframe-processor

A simple R library to construct Extract - Transform - Load (ETL) pipelines and merge different datasets together

deephyper icon deephyper

DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

devops-books icon devops-books

"DevOps has helped us do very frequent releases, giving us an edge on time to market. We are now able to make daily product releases as opposed to 6-month releases, and push fixes to our customers in a span of a few hours." โ€• Hamesh Chawla

dl-with-bayes icon dl-with-bayes

Contains code for the NeurIPS 2019 paper "Practical Deep Learning with Bayesian Principles"

docker-elk icon docker-elk

The Elastic stack (ELK) powered by Docker and Compose.

dream5_grn_data icon dream5_grn_data

Gold standard gene regulatory network data from the DREAM5 challenge.

drupal-enterprise-stack icon drupal-enterprise-stack

A Docker stack supporting Drupal, RESTful & GraphQL APIs, OAuth 2 authentication, Redis, Postgres, Nginx, Adminer, Elasticsearch, and Kibana.

easyocr icon easyocr

Ready-to-use OCR with 40+ languages supported including Chinese, Japanese, Korean and Thai

esh icon esh

Simple templating engine based on shell.

fetch3_casestudy_gmd icon fetch3_casestudy_gmd

Codes and dataset to replicate the case study (section 3.3) from the paper "Tree Hydrodynamic Modelling of Soil Plant Atmosphere Continuum using FETCH3"

fetch3_modular_nhl icon fetch3_modular_nhl

FETCH3 modular version. Full description of the model can be found in the paper "Tree Hydrodynamic Modelling of Soil Plant Atmosphere Continuum using FETCH3". It includes the code for the NHL submodule as an example of a transpiration formulation that resolve the interactions between radiation and atmospheric conditions within the canopy and differ

fishualize icon fishualize

The fishualize package provides color scales and silhouettes for plotting in R based on natureโ€™s most stunning and colorful organisms: teleost fishes (with a few chondrichthyan cameos).

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