Skip to content
Please note that GitHub no longer supports your web browser.

We recommend upgrading to the latest Google Chrome or Firefox.

Learn more

/ detecting-and-addressing-change

Code for my Master Thesis: How to detect and address changes in machine learning based data pipelines
machine-learning concept-drift nlp embedding-models streaming-data
Python Makefile
  1. Python 98.6%
  2. Makefile 1.4%
Branch: master
Find file
Clone or download

Clone with HTTPS

Use Git or checkout with SVN using the web URL.

Open in Desktop Download ZIP

Launching GitHub Desktop

If nothing happens, download GitHub Desktop and try again.

Launching GitHub Desktop

If nothing happens, download GitHub Desktop and try again.

Launching Xcode

If nothing happens, download Xcode and try again.

Launching Visual Studio

If nothing happens, download the GitHub extension for Visual Studio and try again.

Cannot retrieve the latest commit at this time.
Cannot retrieve the latest commit at this time.
Permalink
Type Name Latest commit message Commit time
Failed to load latest commit information.
assets feature: SCIBERT transform Jan 22, 2020
constants feature: data transform + first LSTM trained + profilers Jan 22, 2020
docs feature: data transform + first LSTM trained + profilers Jan 22, 2020
models feature: accuracy for LSTM model Jan 23, 2020
streams feature: DISTILBERT transform Jan 22, 2020
utils feature: added common constants to utilities Jan 17, 2020
.flake8 feature: added common constants to utilities Jan 17, 2020
.gitattributes chore: added assets folder to GIT LFS Jan 17, 2020
.gitignore feature: DISTILBERT transform Jan 22, 2020
Makefile feature: initial commit Jan 17, 2020
README.md chore: updated README with installation instructions Jan 17, 2020
requirements.txt feature: data transform + first LSTM trained + profilers Jan 22, 2020

README.md

Detecting and addressing change

Code for my Master Thesis: How to detect and address changes in machine learning based data pipelines

Installation

Before cloning the repository, make sure that you have Git LFS installed because the assets folder is tracked using it. Then run:

git lfs clone git@github.com:BogdanFloris/detecting-and-addressing-change.git

Note that cloning also works with the normal git clone but the performance is worse.

You can’t perform that action at this time.