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GitHub / ammirsm / automatic-pancake
Active learning agent-based-simulation for systematic reviews and other types of technology assisted review (TAR) which will include PDF documents and other meta-datas in itself and it's based on both fulltext-screening decisions and title-screening decisions.
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ammirsm%2Fautomatic-pancake
Stars: 2
Forks: 0
Open Issues: 0
License: None
Language: Python
Repo Size: 1.82 MB
Dependencies:
285
Created: about 2 years ago
Updated: 27 days ago
Last pushed: 27 days ago
Last synced: 27 days ago
Topics: active-learning, agent-based-simulation, machine-learning, pdf-document-processor, python, scikit-learn, systematic-review, systematic-reviews, technology-assisted-review
Files
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Readme
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Dependencies
Dockerfile
docker
- python 3.9 build
- CacheControl ==0.12.10
- ImageHash ==4.2.1
- Jinja2 ==3.0.3
- MarkupSafe ==2.0.1
- Pillow ==9.0.1
- PyWavelets ==1.2.0
- PyYAML ==6.0
- SecretStorage ==3.3.1
- argcomplete ==1.12.3
- attrs ==21.4.0
- black ==22.1.0
- blis ==0.7.8
- cachy ==0.3.0
- catalogue ==2.0.8
- certifi ==2021.10.8
- cffi ==1.15.0
- cfgv ==3.3.1
- charset-normalizer ==2.0.12
- cleo ==0.8.1
- click ==8.0.4
- clikit ==0.6.2
- colorlog ==6.6.0
- crashtest ==0.3.1
- cryptography ==36.0.1
- cycler ==0.11.0
- cymem ==2.0.6
- distlib ==0.3.4
- filelock ==3.6.0
- flake8 ==4.0.1
- fonttools ==4.29.1
- gensim ==4.2.0
- html5lib ==1.1
- htmlmin ==0.1.12
- identify ==2.4.11
- idna ==3.3
- imbalanced-learn ==0.9.0
- importlib-metadata ==4.11.1
- isort ==5.10.1
- jeepney ==0.7.1
- joblib ==1.0.1
- keyring ==23.5.0
- kiwisolver ==1.3.2
- langcodes ==3.3.0
- langdetect ==1.0.9
- lockfile ==0.12.2
- matplotlib ==3.5.1
- mccabe ==0.6.1
- missingno ==0.5.0
- msgpack ==1.0.3
- multimethod ==1.7
- murmurhash ==1.0.7
- mypy-extensions ==0.4.3
- networkx ==2.6.3
- nltk ==3.7
- nodeenv ==1.6.0
- nox ==2022.1.7
- numpy ==1.22.2
- packaging ==20.9
- pandas ==1.4.1
- pandas-profiling ==3.1.0
- pastel ==0.2.1
- pathspec ==0.9.0
- pathy ==0.6.2
- pdftotext ==2.2.2
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- platformdirs ==2.5.1
- poetry ==1.1.13
- poetry-core ==1.0.7
- pre-commit ==2.17.0
- preshed ==3.0.6
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- py ==1.11.0
- pycodestyle ==2.8.0
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- pyflakes ==2.4.0
- pylev ==1.4.0
- pyparsing ==3.0.7
- python-dateutil ==2.8.2
- pytz ==2021.3
- regex ==2022.7.25
- requests ==2.27.1
- requests-toolbelt ==0.9.1
- rispy ==0.7.1
- scikit-learn ==1.0.2
- scipy ==1.8.0
- seaborn ==0.11.2
- shellingham ==1.4.0
- six ==1.16.0
- smart-open ==5.2.1
- spacy ==3.4.1
- spacy-legacy ==3.0.9
- spacy-loggers ==1.0.3
- srsly ==2.4.4
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- tomli ==2.0.1
- tomlkit ==0.10.0
- tqdm ==4.62.3
- typer ==0.4.2
- typing_extensions ==4.1.1
- urllib3 ==1.26.8
- virtualenv ==20.13.2
- visions ==0.7.4
- wasabi ==0.10.1
- webencodings ==0.5.1
- zipp ==3.7.0
requirements.dev.txt
pypi
- CacheControl ==0.12.10 development
- ImageHash ==4.2.1 development
- Jinja2 ==3.0.3 development
- MarkupSafe ==2.0.1 development
- Pillow ==9.0.1 development
- PyWavelets ==1.2.0 development
- PyYAML ==6.0 development
- argcomplete ==1.12.3 development
- attrs ==21.4.0 development
- black ==22.1.0 development
- cachy ==0.3.0 development
- certifi ==2021.10.8 development
- cfgv ==3.3.1 development
- charset-normalizer ==2.0.12 development
- cleo ==0.8.1 development
- click ==8.0.4 development
- clikit ==0.6.2 development
- colorlog ==6.6.0 development
- crashtest ==0.3.1 development
- cycler ==0.11.0 development
- distlib ==0.3.4 development
- filelock ==3.6.0 development
- flake8 ==4.0.1 development
- fonttools ==4.29.1 development
- html5lib ==1.1 development
- htmlmin ==0.1.12 development
- identify ==2.4.11 development
- idna ==3.3 development
- importlib-metadata ==4.11.1 development
- isort ==5.10.1 development
- keyring ==23.5.0 development
- kiwisolver ==1.3.2 development
- lockfile ==0.12.2 development
- matplotlib ==3.5.1 development
- mccabe ==0.6.1 development
- missingno ==0.5.0 development
- msgpack ==1.0.3 development
- multimethod ==1.7 development
- mypy-extensions ==0.4.3 development
- networkx ==2.6.3 development
- nodeenv ==1.6.0 development
- nox ==2022.1.7 development
- numpy ==1.22.2 development
- packaging ==20.9 development
- pandas ==1.4.1 development
- pandas-profiling ==3.1.0 development
- pastel ==0.2.1 development
- pathspec ==0.9.0 development
- pexpect ==4.8.0 development
- phik ==0.12.0 development
- pkginfo ==1.8.2 development
- platformdirs ==2.5.1 development
- poetry ==1.1.13 development
- poetry-core ==1.0.7 development
- pre-commit ==2.17.0 development
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- py ==1.11.0 development
- pycodestyle ==2.8.0 development
- pydantic ==1.9.0 development
- pyflakes ==2.4.0 development
- pylev ==1.4.0 development
- pyparsing ==3.0.7 development
- python-dateutil ==2.8.2 development
- pytz ==2021.3 development
- requests ==2.27.1 development
- requests-toolbelt ==0.9.1 development
- scikit-learn ==1.0.2 development
- scipy ==1.8.0 development
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- tomli ==2.0.1 development
- tomlkit ==0.10.0 development
- tqdm ==4.62.3 development
- typing_extensions ==4.1.1 development
- urllib3 ==1.26.8 development
- virtualenv ==20.13.2 development
- visions ==0.7.4 development
- webencodings ==0.5.1 development
- zipp ==3.7.0 development
requirements.txt
pypi
- CacheControl ==0.12.10
- ImageHash ==4.2.1
- Jinja2 ==3.0.3
- MarkupSafe ==2.0.1
- Pillow ==9.0.1
- PyWavelets ==1.2.0
- PyYAML ==6.0
- SecretStorage ==3.3.1
- argcomplete ==1.12.3
- attrs ==21.4.0
- black ==22.1.0
- cachy ==0.3.0
- certifi ==2021.10.8
- cffi ==1.15.0
- cfgv ==3.3.1
- charset-normalizer ==2.0.12
- cleo ==0.8.1
- click ==8.0.4
- clikit ==0.6.2
- colorlog ==6.6.0
- crashtest ==0.3.1
- cryptography ==36.0.1
- cycler ==0.11.0
- distlib ==0.3.4
- filelock ==3.6.0
- flake8 ==4.0.1
- fonttools ==4.29.1
- html5lib ==1.1
- htmlmin ==0.1.12
- identify ==2.4.11
- idna ==3.3
- imbalanced-learn ==0.9.0
- importlib-metadata ==4.11.1
- isort ==5.10.1
- jeepney ==0.7.1
- joblib ==1.0.1
- keyring ==23.5.0
- kiwisolver ==1.3.2
- lockfile ==0.12.2
- matplotlib ==3.5.1
- mccabe ==0.6.1
- missingno ==0.5.0
- msgpack ==1.0.3
- multimethod ==1.7
- mypy-extensions ==0.4.3
- networkx ==2.6.3
- nodeenv ==1.6.0
- nox ==2022.1.7
- numpy ==1.22.2
- packaging ==20.9
- pandas ==1.4.1
- pandas-profiling ==3.1.0
- pastel ==0.2.1
- pathspec ==0.9.0
- pexpect ==4.8.0
- phik ==0.12.0
- pkginfo ==1.8.2
- platformdirs ==2.5.1
- poetry ==1.1.13
- poetry-core ==1.0.7
- pre-commit ==2.17.0
- ptyprocess ==0.7.0
- py ==1.11.0
- pycodestyle ==2.8.0
- pycparser ==2.21
- pydantic ==1.9.0
- pyflakes ==2.4.0
- pylev ==1.4.0
- pyparsing ==3.0.7
- python-dateutil ==2.8.2
- pytz ==2021.3
- requests ==2.27.1
- requests-toolbelt ==0.9.1
- scikit-learn ==1.0.2
- scipy ==1.8.0
- seaborn ==0.11.2
- shellingham ==1.4.0
- six ==1.16.0
- tangled-up-in-unicode ==0.1.0
- threadpoolctl ==3.1.0
- toml ==0.10.2
- tomli ==2.0.1
- tomlkit ==0.10.0
- tqdm ==4.62.3
- typing_extensions ==4.1.1
- urllib3 ==1.26.8
- virtualenv ==20.13.2
- visions ==0.7.4
- webencodings ==0.5.1
- zipp ==3.7.0