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GitHub / JoeriHermans / constraining-dark-matter-with-stellar-streams-and-ml
Probing the nature of dark matter by inferring the dark matter particle mass with machine learning and stellar streams.
Stars: 15
Forks: 3
Open Issues: 12
License: bsd-3-clause
Language: Jupyter Notebook
Repo Size: 12.8 MB
Dependencies:
117
Created: over 4 years ago
Updated: 7 months ago
Last pushed: over 1 year ago
Last synced: 7 months ago
Topics: astrophysics, dark-matter, deep-learning, likelihood-free-inference, machine-learning, simulation-based-inference
Files
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Readme
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Dependencies
requirements.txt
pypi
- Cython ==0.29.17
- Jinja2 ==2.11.2
- Markdown ==3.2.2
- MarkupSafe ==1.1.1
- Pillow ==7.1.2
- PyQt5 ==5.12.3
- PyQt5-sip ==4.19.18
- PyQtChart ==5.12
- PyQtWebEngine ==5.12.1
- PySocks ==1.7.1
- PyYAML ==5.3.1
- Pygments ==2.6.1
- Send2Trash ==1.5.0
- Werkzeug ==1.0.1
- absl-py ==0.9.0
- ansiwrap ==0.8.4
- appdirs ==1.4.3
- astropy ==4.0.1.post1
- async-generator ==1.10
- attrs ==19.3.0
- backcall ==0.1.0
- black ==19.10b0
- brotlipy ==0.7.0
- cachetools ==4.1.0
- celluloid ==0.2.0
- certifi ==2020.6.20
- cffi ==1.14.0
- chardet ==3.0.4
- click ==7.1.2
- corner ==2.0.1
- cryptography ==2.9.2
- cycler ==0.10.0
- decorator ==4.4.2
- defusedxml ==0.6.0
- dill ==0.3.2
- entrypoints ==0.3
- future ==0.18.2
- galpy ==1.6.0.post0
- google-auth ==1.18.0
- google-auth-oauthlib ==0.4.1
- grpcio ==1.30.0
- idna ==2.9
- importlib-metadata ==1.6.0
- ipykernel ==5.2.1
- ipython-genutils ==0.2.0
- jedi ==0.17.0
- joblib ==0.14.1
- json5 ==0.9.0
- jsonschema ==3.2.0
- jupyter-client ==6.1.3
- jupyter-core ==4.6.3
- jupyterlab ==2.1.2
- jupyterlab-server ==1.1.1
- kiwisolver ==1.2.0
- matplotlib ==3.2.2
- mistune ==0.8.4
- mkl-service ==2.3.0
- nbclient ==0.2.0
- nbconvert ==5.6.1
- nbformat ==5.0.6
- nest-asyncio ==1.3.3
- notebook ==6.0.3
- oauthlib ==3.1.0
- olefile ==0.46
- opt-einsum ==3.2.1
- packaging ==20.1
- palettable ==3.3.0
- pandas ==1.0.3
- pandocfilters ==1.4.2
- papermill ==2.1.1
- parso ==0.7.0
- pathspec ==0.8.0
- pexpect ==4.8.0
- pickleshare ==0.7.5
- prometheus-client ==0.7.1
- prompt-toolkit ==3.0.5
- protobuf ==3.12.2
- ptyprocess ==0.6.0
- pyOpenSSL ==19.1.0
- pyasn1 ==0.4.8
- pyasn1-modules ==0.2.8
- pycparser ==2.20
- pyparsing ==2.4.7
- pyro-api ==0.1.2
- pyro-ppl ==1.3.1
- pyrsistent ==0.16.0
- python-dateutil ==2.8.1
- pytz ==2020.1
- pyzmq ==19.0.0
- regex ==2020.4.4
- requests ==2.23.0
- requests-oauthlib ==1.3.0
- rsa ==4.6
- scikit-learn ==0.22.2.post1
- scipy ==1.4.1
- six ==1.14.0
- sklearn ==0.0
- tenacity ==6.2.0
- tensorboard ==2.2.2
- tensorboard-plugin-wit ==1.6.0.post3
- terminado ==0.8.3
- testpath ==0.4.4
- textwrap3 ==0.9.2
- toml ==0.10.0
- torch ==1.5.1
- torchvision ==0.4.2
- tornado ==6.0.4
- tqdm ==4.46.0
- traitlets ==4.3.3
- typed-ast ==1.4.1
- urllib3 ==1.25.9
- wcwidth ==0.1.9
- webencodings ==0.5.1
- zipp ==3.1.0
environment.yml
conda
- pip
- python >=3.6.0
- python-dateutil