https://github.com/zygmuntz/kaggle-advertised-salaries

Predicting job salaries from ads - a Kaggle competition
https://github.com/zygmuntz/kaggle-advertised-salaries

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Predicting job salaries from ads - a Kaggle competition

• Host: GitHub
• URL: https://github.com/zygmuntz/kaggle-advertised-salaries
• Owner: zygmuntz
• License: mit
• Created: 2013-02-20T19:27:54.000Z (over 11 years ago)
• Default Branch: master
• Last Pushed: 2014-06-21T18:44:41.000Z (almost 10 years ago)
• Last Synced: 2024-02-06T23:08:38.892Z (4 months ago)
• Language: Python
• Homepage: http://fastml.com/predicting-advertised-salaries/
• Size: 285 KB
• Stars: 55
• Watchers: 6
• Forks: 28
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Lists

• AI - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learnings - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learning-library - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-master - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition (Python / General-Purpose Machine Learning)
• awesome-machine-learning - kaggle-advertised-salaries - Predicting job salaries from ads - a Kaggle competition. (Python / General-Purpose Machine Learning)
• awesome-machine-learning-cn - 官网

README

        
Predicting advertised salaries

==============================

See [http://fastml.com/predicting-advertised-salaries/](http://fastml.com/predicting-advertised-salaries/) for description.

	2vw.py - convert a combined train+test file to VW format

	2vw_loc.py - the same, but for data transformed with update_locations.py

	add_dummy_salaries.py - add dummy salaries columns (2) to a test file; drop headers

	first.py - Take some lines from the input file and save them to the output file

	split.py - split a file into two randomly, line by line

	unlog_predictions.r - convert VW's log predictions back to a normal scale by taking exp()

	update_locations.py - replace location columns from the original file with parsed location (five columns) - slightly buggy

	update_locations_fixed.py - a fixed version of update_locations.py