Get Solution Working and Document Results


The ActiveClean codebase is written in Python and includes the core ActiveClean algorithm and a data cleaning benchmark.

The Data Cleaning Benchmark automatically injects data errors into a datasets to test the robustness of a machine learning model against data errors. It can be installed using pip:

pip install cleaningbenchmark

To reproduce the results and run the code, simply download the files in the following link ([login to view URL]) and run the python file using:

python [login to view URL]

The script is quite simple, so you can read it to see everything in action.

We want this to be accomplished using Python 3x, placed in a Jupyter Notebook, and well documented explaining what is approximately happening in each cell/step.

We can provide additional references to help with the above (papers/links).

Our aim is to find someone who can achieve the above, enjoys the work, and would be helping us extend code resulting in more ongoing work.

Taidot: Koneoppiminen, Python, tietojärjestelmäarkkitehtuuri

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Tietoa työnantajasta:
( 29 arvostelua ) Franklin, United States

Projektin tunnus: #18185825

Myönnetty käyttäjälle:


I am an experienced software engineer with 3+ years in the software engineering sector, working as software. I have a bachelors of engineering degree in Computer Engineering from AITR Indore ,India and I am also a Cert Lisää

$15 USD 1 päivässä
(2 Arvostelua)