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3dproteinlab

Search Algorithm for Protein Structures

academic_literature_query_dataprep

Data preparation tool for preparing machine learning datasets to build academic literature filtering tools

amazon-sagemaker-featurestore-pipeline

An experiment to build and populate a Feature Store Group using a Sagemaker Pipeline

amazon-sagemaker-kernels

A small collection of custom kernels for running Sagemaker Notebooks an Training Jobs

amazon-sagemaker-spark

amazon-sagemaker-workbench-demo

Exploratoration and Experiments on designing custom Workbenches in AWS Sagemaker

autobayes

Automated Bayesian Forecasting

aws-customer-churn-pipeline

An End to End Customer Churn Prediction solution using AWS services.

bayes_talk

A presentation on the nature of Bayesian Reasoning

bayesian_neural_networks

Simple

blinkeredgbm

An experimental variation of the GBM algorithm

data-synthesizer

Simple scripts for generating synthetic data

datarobot_2_way_partial_dependency

A simple library that uses the DataRobot Python API to generate 2 way partial dependency plots

datarobot_aggregated_error

Application for re-ordering DataRobot Leaderboard by Aggregated Error Metrics

datarobot_calibration

An example application of how to build a calibration model to improve probability estimates for a machine learning model

datarobot_clustering

Examples of clustering and visualising the prediction explanations returned by DataRobot

datarobot_collinear_partial_dependency

Application for doing partial dependency on DataRobot models that contain features that have co-linear relationships

datarobot_large_data_modeller

Meta modelling tool for taking a very large dataset and gradually building a series of DataRobot models to maximise the use of the data

datarobot_modelfactory

datarobot_multitarget_dashboard_factory

Demonstrating how to run a multi-target model factory and automatically create a containerised dashboard

datarobot_multitarget_modelfactory

datarobot_quantileregression

Example of using DataRobot to build a quantile regression model

datarobot_roi_estimation

datarobot_survivalanalysis

Demonstration of using DataRobot AutoML to build survival functions using censored data about expected time to unrecoverable events.

datarobot_workflows

Examples of how to build custom workflows in DataRobot

dataset_transformers

A set of reusable methods to transform datasets for machine learning.

dfsummarizer

A library and command line application to generate a table of summary stats on a columnar dataset. Produces results as either markdown or latex

enzymeefficiencymodeler

Web Application for building simple enzyme efficiency models from FASTA sequences

event_data_au

Data sets containing generic calendar events useful for time series models in Australia Business

experiments

Bits and pieces of code for running numerical and statistical experiments