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GitHub / bossemel / Flow_PC
Flow-based PC algorithm for causal discovery using Normalizing Flows
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/bossemel%2FFlow_PC
Stars: 1
Forks: 0
Open Issues: 0
License: mit
Language: Python
Repo Size: 2.58 MB
Dependencies:
118
Created: about 3 years ago
Updated: 3 months ago
Last pushed: almost 2 years ago
Last synced: 3 months ago
Topics: causal-discovery, conditional-independence, copulas, deep-learning, mutual-information, normalizing-flows
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Dependencies
requirements.txt
pypi
- GPUtil ==1.4.0
- GitPython ==3.1.17
- Keras ==2.4.3
- Keras-Preprocessing ==1.1.2
- Markdown ==3.3.4
- Metaphone ==0.6
- Pillow ==8.2.0
- PyYAML ==5.4.1
- Pygments ==2.9.0
- Werkzeug ==2.0.1
- absl-py ==0.12.0
- astunparse ==1.6.3
- attrs ==21.2.0
- backcall ==0.2.0
- cachetools ==4.2.2
- cde ==0.0.5
- cdt ==0.5.23
- certifi ==2021.5.30
- chardet ==4.0.0
- click ==8.0.1
- configparser ==5.0.2
- cycler ==0.10.0
- decorator ==4.4.2
- docker-pycreds ==0.4.0
- edward ==1.3.5
- flatbuffers ==1.12
- fuzzymatcher ==0.0.5
- fuzzywuzzy ==0.18.0
- gast ==0.4.0
- gitdb ==4.0.7
- google-auth ==1.30.1
- google-auth-oauthlib ==0.4.4
- google-pasta ==0.2.0
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- gsq ==0.1.6
- h5py ==3.1.0
- idna ==2.10
- iniconfig ==1.1.1
- ipykernel ==5.5.5
- ipython ==7.24.1
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- jedi ==0.18.0
- joblib ==1.0.1
- jupyter-client ==6.1.12
- jupyter-core ==4.7.1
- keras-nightly ==2.5.0.dev2021032900
- kiwisolver ==1.3.1
- matplotlib ==3.4.2
- matplotlib-inline ==0.1.2
- mpmath ==1.2.1
- networkx ==2.5.1
- nflows ==0.14
- numpy ==1.19.5
- oauthlib ==3.1.1
- opt-einsum ==3.3.0
- packaging ==20.9
- pandas ==1.1.4
- parso ==0.8.2
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- promise ==2.3
- prompt-toolkit ==3.0.19
- protobuf ==3.17.2
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- python-Levenshtein ==0.12.2
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- pytz ==2021.1
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- tensorboard ==2.5.0
- tensorboard-data-server ==0.6.1
- tensorboard-plugin-wit ==1.8.0
- tensorflow ==2.5.0
- tensorflow-estimator ==2.5.0
- termcolor ==1.1.0
- threadpoolctl ==2.1.0
- toml ==0.10.2
- torch ==1.8.1
- torchaudio ==0.8.1
- torchvision ==0.9.1
- tornado ==6.1
- tqdm ==4.61.0
- traitlets ==5.0.5
- typing-extensions ==3.7.4.3
- urllib3 ==1.26.5
- wandb ==0.10.31
- wcwidth ==0.2.5
- wrapt ==1.12.1