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GitHub / OliverEdholm / automatic-click-heatmap-dom-voting
Trying to achieve general web element selectors. Experimented with a random forest-inspired approach to have 100's of CSS selectors to select an element, instead of one. Also, built an environment to swiftly qualitatively test various element selector algorithms on unseen websites through overlaying "click heatmaps" over web page screenshots, displaying the confidence scores of the element selector algorithm.
Stars: 0
Forks: 0
Open Issues: 13
License: None
Language: Python
Repo Size: 84 KB
Dependencies:
75
Created: over 4 years ago
Updated: over 2 years ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
Topics: access, click-heatmap, decision, machine-learning
Files
Dependencies
- Click ==7.0
- Flask ==1.0.3
- Jinja2 ==2.10.1
- MarkupSafe ==1.1.1
- Pygments ==2.4.2
- Send2Trash ==1.5.0
- Werkzeug ==0.15.4
- appnope ==0.1.0
- asn1crypto ==0.24.0
- atomicwrites ==1.3.0
- attrs ==19.1.0
- backcall ==0.1.0
- bleach ==3.1.0
- certifi ==2019.6.16
- cffi ==1.12.3
- chardet ==3.0.4
- cryptography ==2.7
- cssselect ==1.0.3
- decorator ==4.4.0
- defusedxml ==0.6.0
- entrypoints ==0.3
- idna ==2.8
- importlib-metadata ==0.18
- ipdb ==0.12
- ipykernel ==5.1.1
- ipython ==7.6.1
- ipython-genutils ==0.2.0
- ipywidgets ==7.5.0
- itsdangerous ==1.1.0
- jedi ==0.14.0
- jsonschema ==3.0.1
- jupyter ==1.0.0
- jupyter-client ==5.2.4
- jupyter-console ==6.0.0
- jupyter-core ==4.5.0
- lxml ==4.3.4
- mistune ==0.8.4
- more-itertools ==7.1.0
- nbconvert ==5.5.0
- nbformat ==4.4.0
- notebook ==5.7.8
- numpy ==1.16.4
- packaging ==19.0
- pandas ==0.24.2
- pandocfilters ==1.4.2
- parso ==0.5.0
- pexpect ==4.7.0
- pickleshare ==0.7.5
- pluggy ==0.12.0
- prometheus-client ==0.7.1
- prompt-toolkit ==2.0.9
- ptyprocess ==0.6.0
- purl ==1.5
- py ==1.8.0
- pyOpenSSL ==19.0.0
- pycparser ==2.19
- pyparsing ==2.4.0
- pyrsistent ==0.15.2
- pytest ==5.0.0
- python-dateutil ==2.8.0
- pytz ==2019.1
- pyzmq ==18.0.2
- qtconsole ==4.5.1
- requests ==2.22.0
- six ==1.12.0
- terminado ==0.8.2
- testpath ==0.4.2
- tornado ==6.0.3
- tqdm ==4.32.2
- traitlets ==4.3.2
- urllib3 ==1.25.3
- wcwidth ==0.1.7
- webencodings ==0.5.1
- widgetsnbextension ==3.5.0
- zipp ==0.5.1