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GitHub / AustenZhu / Deep-Reinforcement-Learning-in-Zipline
Creating DRL infrastructure for Dynamic Beta with Zipline and Keras
Stars: 14
Forks: 10
Open Issues: 14
License: None
Language: Jupyter Notebook
Repo Size: 9.59 MB
Dependencies:
346
Created: about 6 years ago
Updated: over 1 year ago
Last pushed: over 1 year ago
Last synced: about 1 year ago
Files
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Dependencies
requirements.txt
pypi
- Bottleneck ==1.2.1
- Cython ==0.28.2
- Jinja2 ==2.10
- Keras ==2.1.4
- Logbook ==1.3.3
- Mako ==1.0.7
- Markdown ==2.6.11
- MarkupSafe ==1.0
- PySocks ==1.6.8
- Pygments ==2.2.0
- Quandl ==3.3.0
- SQLAlchemy ==1.2.6
- Send2Trash ==1.5.0
- TA-Lib ==0.4.9
- Werkzeug ==0.14.1
- alembic ==0.9.9
- asn1crypto ==0.24.0
- backports.functools-lru-cache ==1.5
- backports.weakref ==1.0rc1
- bcolz ==0.12.1
- bleach ==1.5.0
- certifi ==2018.4.16
- cffi ==1.11.4
- chardet ==3.0.4
- click ==6.7
- contextlib2 ==0.5.5
- cryptography *
- cycler ==0.10.0
- cyordereddict ==1.0.0
- decorator ==4.3.0
- dill ==0.2.7.1
- empyrical ==0.4.2
- entrypoints ==0.2.3
- fix-yahoo-finance ==0.0.21
- funcsigs ==0.4
- h5py ==2.7.1
- html5lib ==0.9999999
- idna ==2.6
- inflection ==0.3.1
- intervaltree ==2.1.0
- ipykernel ==4.8.2
- ipython ==6.2.1
- ipython-genutils ==0.2.0
- ipywidgets ==7.1.2
- jedi ==0.11.1
- jsonschema ==2.6.0
- jupyter ==1.0.0
- jupyter-client ==5.2.2
- jupyter-console ==5.2.0
- jupyter-core ==4.4.0
- kiwisolver ==1.0.1
- lru-dict ==1.1.6
- matplotlib ==2.2.0
- mistune ==0.8.3
- mock ==2.0.0
- more-itertools ==4.1.0
- multipledispatch ==0.5.0
- multiprocess ==0.70.5
- multitasking ==0.0.7
- nbconvert ==5.3.1
- nbformat ==4.4.0
- ndg-httpsclient ==0.4.4
- networkx ==1.11
- notebook *
- numexpr ==2.6.4
- numpy ==1.14.2
- pandas ==0.18.1
- pandas-datareader ==0.5.0
- pandocfilters ==1.4.2
- parso ==0.1.1
- pathos ==0.2.1
- patsy ==0.5.0
- pbr ==3.1.1
- pexpect ==4.4.0
- pickleshare ==0.7.4
- pox ==0.2.3
- ppft ==1.6.4.7.1
- prompt-toolkit ==1.0.15
- protobuf ==3.5.1
- ptyprocess ==0.5.2
- pyOpenSSL ==17.5.0
- pyasn1 ==0.4.2
- pycparser ==2.18
- pyfolio ==0.5.1
- pyparsing ==2.2.0
- python-dateutil ==2.7.2
- python-editor ==1.0.3
- pytz ==2018.4
- pyyaml >=4.2b1
- pyzmq ==16.0.3
- qtconsole ==4.3.1
- requests >=2.20.0
- requests-file ==1.4.3
- requests-ftp ==0.3.1
- scikit-learn ==0.19.1
- scipy ==1.0.1
- seaborn ==0.8.1
- simplegeneric ==0.8.1
- six ==1.11.0
- sortedcontainers ==1.5.9
- statsmodels ==0.8.0
- tables ==3.4.2
- tensorflow ==1.3.0
- tensorflow-tensorboard ==0.1.5
- terminado ==0.8.1
- testpath ==0.3.1
- toolz ==0.9.0
- tornado ==4.5.3
- traitlets ==4.3.2
- urllib3 >=1.23
- wcwidth ==0.1.7
- webencodings ==0.5.1
- widgetsnbextension ==3.1.4
- zipdl ==0.1
- zipline ==1.2.0
- Jinja2 ==2.8
- MarkupSafe ==0.23
- PyJWT ==1.3.0
- PyYAML ==3.11
- Pygments ==2.2.0
- Send2Trash ==1.5.0
- backcall ==0.1.0
- beautifulsoup4 ==4.6.0
- bleach ==2.1.3
- blinker ==1.3
- boto ==2.38.0
- certifi ==2018.1.18
- chardet ==3.0.4
- cloud-init ==17.2
- command-not-found ==0.3
- configobj ==5.0.6
- cryptography ==1.2.3
- cycler ==0.10.0
- decorator ==4.2.1
- entrypoints ==0.2.3
- google-compute-engine ==2.7.5
- html5lib ==1.0.1
- idna ==2.6
- ipykernel ==4.8.2
- ipython ==6.3.0
- ipython-genutils ==0.2.0
- ipywidgets ==7.2.0
- jedi ==0.11.1
- jsonpatch ==1.10
- jsonpointer ==1.9
- jsonschema ==2.6.0
- jupyter ==1.0.0
- jupyter-client ==5.2.3
- jupyter-console ==5.2.0
- jupyter-core ==4.4.0
- kiwisolver ==1.0.1
- language-selector ==0.1
- matplotlib ==2.2.2
- mistune ==0.8.3
- nbconvert ==5.3.1
- nbformat ==4.4.0
- notebook ==5.7.8
- numpy ==1.14.2
- oauthlib ==1.0.3
- pandas ==0.22.0
- pandocfilters ==1.4.2
- parso ==0.1.1
- pexpect ==4.4.0
- pickleshare ==0.7.4
- prettytable ==0.7.2
- prompt-toolkit ==1.0.15
- ptyprocess ==0.5.2
- pyasn1 ==0.1.9
- pycurl ==7.43.0
- pygobject ==3.20.0
- pyparsing ==2.2.0
- pyserial ==3.0.1
- python-apt ==1.1.0b1
- python-dateutil ==2.7.2
- python-debian ==0.1.27
- python-systemd ==231
- pytz ==2018.3
- pyzmq ==17.0.0
- qtconsole ==4.3.1
- requests ==2.18.4
- scikit-learn ==0.19.1
- scipy ==1.0.1
- seaborn ==0.8.1
- selenium ==3.11.0
- simplegeneric ==0.8.1
- six ==1.10.0
- slackclient ==1.2.1
- ssh-import-id ==5.5
- terminado ==0.8.1
- testpath ==0.3.1
- tornado ==5.0.1
- traitlets ==4.3.2
- ufw ==0.35
- unattended-upgrades ==0.1
- urllib3 ==1.22
- wcwidth ==0.1.7
- webencodings ==0.5.1
- websocket-client ==0.47.0
- widgetsnbextension ==3.2.0
environment.yml
conda
- alembic 0.7.7
- asn1crypto 0.24.0
- backports 1.0
- backports.functools_lru_cache 1.5
- backports.weakref 1.0rc1
- bcolz 0.12.1
- bleach 1.5.0
- bottleneck 1.2.1
- bzip2 1.0.6
- ca-certificates 2018.03.07
- certifi 2018.1.18
- cffi 1.11.4
- chardet 3.0.4
- click 6.7
- contextlib2 0.5.5
- cryptography 2.1.4
- cycler 0.10.0
- cyordereddict 0.2.2
- cython 0.27.3
- dbus 1.12.2
- decorator 4.2.1
- empyrical 0.4.2
- entrypoints 0.2.3
- expat 2.2.5
- fontconfig 2.12.4
- freetype 2.8
- funcsigs 0.4
- glib 2.53.6
- gmp 6.1.2
- gst-plugins-base 1.12.4
- gstreamer 1.12.4
- h5py 2.7.1
- hdf5 1.10.1
- html5lib 0.9999999
- icu 58.2
- idna 2.6
- intel-openmp 2018.0.0
- intervaltree 2.1.0
- ipykernel 4.8.2
- ipython 6.2.1
- ipython_genutils 0.2.0
- ipywidgets 7.1.2
- jedi 0.11.1
- jinja2 2.10
- jpeg 9b
- jsonschema 2.6.0
- jupyter 1.0.0
- jupyter_client 5.2.2
- jupyter_console 5.2.0
- jupyter_core 4.4.0
- keras 2.1.4
- kiwisolver 1.0.1
- libedit 3.1
- libffi 3.2.1
- libgcc-ng 7.2.0
- libgfortran-ng 7.2.0
- libpng 1.6.34
- libprotobuf 3.5.1
- libsodium 1.0.15
- libstdcxx-ng 7.2.0
- libxcb 1.12
- libxml2 2.9.7
- logbook 0.12.5
- lru-dict 1.1.4
- lzo 2.10
- mako 1.0.7
- markdown 2.6.11
- markupsafe 1.0
- matplotlib 2.2.0
- mistune 0.8.3
- mkl 2018.0.1
- mock 2.0.0
- multipledispatch 0.4.9
- nbconvert 5.3.1
- nbformat 4.4.0
- ncurses 6.0
- networkx 1.11
- notebook 5.4.0
- numexpr 2.6.4
- numpy 1.11.3
- openssl 1.0.2o
- pandas 0.18.1
- pandas-datareader 0.5.0
- pandoc 1.19.2.1
- pandocfilters 1.4.2
- parso 0.1.1
- patsy 0.5.0
- pbr 3.1.1
- pcre 8.41
- pexpect 4.4.0
- pickleshare 0.7.4
- pip 9.0.1
- prompt_toolkit 1.0.15
- protobuf 3.5.1
- ptyprocess 0.5.2
- pycparser 2.18
- pyfolio 0.5.1
- pygments 2.2.0
- pyopenssl 17.5.0
- pyparsing 2.2.0
- pyqt 5.6.0
- pysocks 1.6.8
- pytables 3.4.2
- python 3.5.4
- python-dateutil 2.6.1
- pytz 2018.3
- pyyaml 3.12
- pyzmq 16.0.3
- qt 5.6.2
- qtconsole 4.3.1
- readline 7.0
- requests 2.18.4
- requests-file 1.4.1
- requests-ftp 0.3.1
- scikit-learn 0.19.1
- scipy 1.0.0
- seaborn 0.8.1
- send2trash 1.5.0
- setuptools 38.5.1
- simplegeneric 0.8.1
- sip 4.18.1
- six 1.11.0
- sortedcontainers 1.5.9
- sqlalchemy 1.2.4
- sqlite 3.22.0
- statsmodels 0.8.0
- ta-lib 0.4.9
- tensorflow 1.3.0
- tensorflow-base 1.3.0
- tensorflow-tensorboard 0.1.5
- terminado 0.8.1
- testpath 0.3.1
- tk 8.6.7
- toolz 0.9.0
- tornado 4.5.3
- traitlets 4.3.2
- urllib3 1.22
- wcwidth 0.1.7
- webencodings 0.5.1
- werkzeug 0.14.1
- wheel 0.30.0
- widgetsnbextension 3.1.4
- xz 5.2.3
- yaml 0.1.7
- zeromq 4.2.2
- zipline 1.2.0
- zlib 1.2.11