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GitHub / silverrainb / bitcoin-price-pred

Predict bitcoin price using gold and S&P 500 data implementing LSTM, Gradient Boosting Regression, and Random Forest

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/silverrainb%2Fbitcoin-price-pred

Stars: 7
Forks: 4
Open Issues: 23

License: None
Language: HTML
Repo Size: 11.8 MB
Dependencies: 226

Created: about 4 years ago
Updated: about 1 year ago
Last pushed: about 1 year ago
Last synced: about 1 year ago

Topics: bitcoin-price-prediction, btc, ensemble, gradient-boosting-regression, keras-tensorflow, lstm, python, random-forest, scikit-learn

Files

Readme

Dependencies

requirements.txt pypi

Babel ==2.8.0
Bottleneck ==1.3.2
Click ==7.0
Cython ==0.29.15
Flask ==1.1.1
Flask-DebugToolbar ==0.11.0
HeapDict ==1.0.1
Jinja2 ==2.11.1
Keras ==2.3.1
Keras-Applications ==1.0.8
Keras-Preprocessing ==1.1.0
MarkupSafe ==1.1.1
Pillow ==7.0.0
PySocks ==1.7.1
PyWavelets ==1.1.1
PyYAML ==5.3
Pygments ==2.5.2
QtAwesome ==0.6.1
QtPy ==1.9.0
SQLAlchemy ==1.3.13
Send2Trash ==1.5.0
Sphinx ==2.4.0
Werkzeug ==1.0.0
XlsxWriter ==1.2.7
alabaster ==0.7.12
anaconda-client ==1.7.2
anaconda-navigator ==1.9.12
anaconda-project ==0.8.3
appnope ==0.1.0
appscript ==1.0.1
asn1crypto ==1.3.0
astroid ==2.3.3
astropy ==4.0
atomicwrites ==1.3.0
attrs ==19.3.0
backcall ==0.1.0
backports.functools-lru-cache ==1.6.1
backports.os ==0.1.1
backports.shutil-get-terminal-size ==1.0.0
backports.tempfile ==1.0
backports.weakref ==1.0.post1
beautifulsoup4 ==4.8.2
bitarray ==1.2.1
bkcharts ==0.2
bleach ==3.1.0
blinker ==1.4
bokeh ==1.4.0
boto ==2.49.0
certifi ==2018.8.24
cffi ==1.14.0
chardet ==3.0.4
cloudpickle ==1.3.0
clyent ==1.2.2
colorama ==0.4.3
conda ==4.8.2
conda-build ==3.18.11
conda-package-handling ==1.6.0
conda-verify ==3.4.2
contextlib2 ==0.6.0.post1
cryptography ==2.8
cycler ==0.10.0
cytoolz ==0.10.1
dask ==2.11.0
decorator ==4.4.1
defusedxml ==0.6.0
distributed ==2.11.0
docutils ==0.16
entrypoints ==0.3
et-xmlfile ==1.0.1
fastcache ==1.1.0
filelock ==3.0.12
fsspec ==0.6.2
future ==0.18.2
gevent ==1.4.0
glob2 ==0.7
gmpy2 ==2.0.8
greenlet ==0.4.15
h5py ==2.10.0
html5lib ==1.0.1
hypothesis ==5.5.4
idna ==2.8
imageio ==2.6.1
imagesize ==1.2.0
importlib-metadata ==1.5.0
ipykernel ==5.1.4
ipython ==7.12.0
ipython-genutils ==0.2.0
ipywidgets ==7.5.1
isort ==4.3.21
itsdangerous ==1.1.0
jdcal ==1.4.1
jedi ==0.16.0
joblib ==0.14.1
json5 ==0.8.5
jsonpickle ==1.3
jsonschema ==3.2.0
jupyter ==1.0.0
jupyter-client ==5.3.4
jupyter-console ==6.1.0
jupyter-core ==4.6.1
jupyterlab ==1.2.6
jupyterlab-server ==1.0.6
keyring ==21.1.0
kiwisolver ==1.1.0
lazy-object-proxy ==1.4.3
libarchive-c ==2.8
lief ==0.9.0
llvmlite ==0.31.0
locket ==0.2.0
lxml ==4.5.0
matplotlib ==3.1.3
mccabe ==0.6.1
mistune ==0.8.4
mkl-fft ==1.0.15
mkl-random ==1.1.0
mkl-service ==2.3.0
mock ==4.0.1
more-itertools ==8.2.0
mpmath ==1.1.0
msgpack ==0.6.1
multipledispatch ==0.6.0
navigator-updater ==0.2.1
nbconvert ==5.6.1
nbformat ==5.0.4
networkx ==2.4
nltk ==3.4.5
nose ==1.3.7
notebook ==6.0.3
numba ==0.48.0
numexpr ==2.7.1
numpy ==1.18.1
numpydoc ==0.9.2
oauthlib ==3.1.0
olefile ==0.46
openpyxl ==3.0.3
packaging ==20.1
pandas ==1.0.1
pandocfilters ==1.4.2
parso ==0.6.1
partd ==1.1.0
path ==13.1.0
pathlib2 ==2.3.5
patsy ==0.5.1
pep8 ==1.7.1
pexpect ==4.8.0
pickleshare ==0.7.5
pkginfo ==1.5.0.1
pluggy ==0.13.1
ply ==3.11
prometheus-client ==0.7.1
prompt-toolkit ==3.0.3
psutil ==5.6.7
ptyprocess ==0.6.0
py ==1.8.1
pyOpenSSL ==19.1.0
pycodestyle ==2.5.0
pycosat ==0.6.3
pycparser ==2.19
pycrypto ==2.6.1
pycurl ==7.43.0.5
pyflakes ==2.1.1
pylint ==2.4.4
pyodbc ===4.0.0
pyparsing ==2.4.6
pyrsistent ==0.15.7
pyspark ==2.4.0
pytest ==5.3.5
pytest-arraydiff ==0.3
pytest-astropy ==0.8.0
pytest-astropy-header ==0.1.2
pytest-doctestplus ==0.5.0
pytest-openfiles ==0.4.0
pytest-remotedata ==0.3.2
python-dateutil ==2.8.1
pytz ==2019.3
pyzmq ==18.1.1
qtconsole ==4.6.0
requests ==2.22.0
requests-oauthlib ==1.3.0
rope ==0.16.0
ruamel-yaml ==0.15.87
scikit-image ==0.16.2
scikit-learn ==0.22.1
scipy ==1.4.1
seaborn ==0.10.0
simplegeneric ==0.8.1
singledispatch ==3.4.0.3
six ==1.14.0
snowballstemmer ==2.0.0
sortedcollections ==1.1.2
sortedcontainers ==2.1.0
soupsieve ==1.9.5
sphinxcontrib-applehelp ==1.0.1
sphinxcontrib-devhelp ==1.0.1
sphinxcontrib-htmlhelp ==1.0.2
sphinxcontrib-jsmath ==1.0.1
sphinxcontrib-qthelp ==1.0.2
sphinxcontrib-serializinghtml ==1.1.3
sphinxcontrib-websupport ==1.2.0
spyder ==3.3.6
spyder-kernels ==0.5.2
statsmodels ==0.11.0
sympy ==1.5.1
tables ==3.6.1
tblib ==1.6.0
terminado ==0.8.3
testpath ==0.4.4
toolz ==0.10.0
tornado ==6.0.3
tqdm ==4.42.1
traitlets ==4.3.3
tweepy ==3.8.0
unicodecsv ==0.14.1
urllib3 ==1.25.8
wcwidth ==0.1.8
webencodings ==0.5.1
widgetsnbextension ==3.5.1
wordcloud ==1.6.0
wrapt ==1.11.2
wurlitzer ==2.0.0
xlrd ==1.2.0
xlwings ==0.17.1
xlwt ==1.3.0
xmltodict ==0.12.0
zict ==1.0.0
zipp ==2.2.0