Repository contains ML-related code:
- ML util functions:
common/
clustering/
analysis/
preprocessing/
timeseries/
- Recent ML projects:
otto/
: Otto project from Kagglecv_course_udacity/
: code for projects on Computer Vision Nanodegree on Udacityairbus_ship_detection/
: project from Kaggle For more details see README files in each of the folders for more details.
More of my ML projects are in separate repos:
- ETH Data mining course projects
- ETH Machine learning course projects
- ETH CIL Road segmentation project
- ETH Computer vision course exercises
From the this directory run python -m unittest discover
TODO: add tests for KMedoids
- stacking and boosting of models: vecstack
- model-based hyper-parameter search: scikit-optimize
- Overview of feature encoding techniques