Skip to content
Snippets Groups Projects
Commit ff64014b authored by Terézia Slanináková's avatar Terézia Slanináková
Browse files

Update README.md

parent 6deef89c
No related branches found
No related tags found
No related merge requests found
......@@ -21,4 +21,23 @@ The dataset, found in the `data/` folder, is scraped from user pages of [nomadli
## Working with the datasets: See boilerplate code in src/Starter.ipynb
- 3. run `jupyter notebook`
- 4. select `src/Starter.ipynb`
\ No newline at end of file
- 4. select `src/Starter.ipynb`
-
# Progress
## To be done on 25.11. (see [Starter](https://gitlab.fi.muni.cz/xslanin/pv254-city-recommender/blob/master/src/Starter.ipynb)):
- assign responsibilities for:
- - come up with more approaches for recommendations using similarities (see [Approach 1 in Starter](https://gitlab.fi.muni.cz/xslanin/pv254-city-recommender/blob/master/src/Starter.ipynb))
- - dimensionality reduction / visualization of city distances using PCA/t-SNE
- - data analysis on cities dataset (partially started by Martin)
- - come up with more features for cities, e.g. sport, art, nature
- - create 1 blackbox recommendation solution for comparison purposes
- - think about testing scenarios, focus on use cases
- - - e.g. "I've been to (generic city)", "I've been to (list of generic cities)", "I've been to (generic city and obscure one)", etc.
- - - e.g. "I care about (feature)", "I care about (list of similar features)", "I care about (list of disimilar features)", etc.
- - - combination: e.g. "I care about (feature) and i've been to (list of generic cities)"
- - - conditioning on a location: e.g. "I care about (feature) and i've been to (list of generic and obscure cities) and i want to go to (continent)"
- - testing: come up with a dataset of testing users based on the use cases
- - run all the algorithms on it and come up with explanations (if there are)
- - webserver and final presentation of the work
\ No newline at end of file
0% Loading or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment