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GitHub / Arzkaban / QUANT_AIforTrade_Term2

Udacity_Nanodegree_AIforTrade_Term2

JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Arzkaban%2FQUANT_AIforTrade_Term2

Stars: 1
Forks: 0
Open Issues: 4

License: None
Language: Jupyter Notebook
Repo Size: 168 MB
Dependencies: 575

Created: almost 4 years ago
Updated: over 3 years ago
Last pushed: almost 2 years ago
Last synced: about 1 year ago

Files

Readme

Dependencies

project_5_NLP_on_Financial_Statements/requirements.txt pypi

alphalens ==0.3.2
nltk ==3.3.0
numpy ==1.13.3
ratelimit ==2.2.0
requests ==2.18.4
scikit-learn ==0.19.1
six ==1.11.0
tqdm ==4.19.5

project_7_Combining_Signals_for_Enhanced_Alpha/requirements.txt pypi

alphalens ==0.3.2
graphviz ==0.10.1
numpy ==1.13.3
pandas ==0.18.1
python-dateutil ==2.6.1
pytz ==2017.3
scikit-learn ==0.19.1
scipy ==1.0.0
six ==1.11.0
tables ==3.3.0
tqdm ==4.19.5
zipline ===1.2.0

project_7_Combining_Signals_for_Enhanced_Alpha/requirements_conda.txt pypi

alembic =1.4.2=pypi_0
alphalens =0.3.2=pypi_0
altair =1.2.1=py_0
asn1crypto =0.22.0=py36_0
atari-py =0.1.7=pypi_0
atomicwrites =1.3.0=pypi_0
attrs =19.1.0=py_0
audioread =2.1.6=py36_0
av =0.3.3=py36_2
awscli =1.16.17=py36_0
backcall =0.1.0=py_0
backports =1.0=py36_1
backports.functools_lru_cache =1.4=py36_1
backports.weakref =1.0rc1=py36_1
bcolz =0.12.1=pypi_0
beautifulsoup4 =4.6.0=py36_0
binutils_impl_linux-64 =2.31.1=h6176602_1
binutils_linux-64 =2.31.1=h6176602_7
blas =1.1=openblas
bleach =1.5.0=py36_0
blinker =1.4=py_0
bokeh =0.12.13=py36_0
boto =2.48.0=py36h6e4cd66_1
boto3 =1.9.7=py_0
botocore =1.12.7=py_0
bottleneck =1.3.2=pypi_0
box2d =2.3.2=pypi_0
box2d-kengz =2.3.3=pypi_0
bresenham =0.2=pypi_0
bz2file =0.98=py36_0
bzip2 =1.0.6=1
ca-certificates =2019.11.28=hecc5488_0
cairo =1.14.10=h58b644b_4
cassandra-driver =3.11.0=pypi_0
certifi =2019.11.28=py36_0
cffi =1.11.2=py36_0
chardet =3.0.4=py36_0
clang_variant =1.0=cling_6.14.06
clangdev =5.0.0=h935a590_1004
click =6.7=py_1
cling =0.5=he860b03_1006
cloudpickle =0.2.2=py36_4
colorama =0.3.9=py_1
colour =0.1.5=py_0
conda =4.6.14=py36_0
contextlib2 =0.6.0.post1=pypi_0
cppzmq =4.3.0=h1b96802_1001
cryptography =2.1.4=py36_0
cryptopp =7.0.0=hf484d3e_1003
cudatoolkit =8.0=3
cudnn =7.0.5=cuda8.0_0
curl =7.49.0=1
cycler =0.10.0=py36_0
cyordereddict =1.0.0=pypi_0
cython =0.29.7=pypi_0
cytoolz =0.9.0.1=py36h14c3975_1001
dask-core =0.16.1=py_0
dbus =1.10.22=0
decorator =4.0.11=py36_0
defusedxml =0.5.0=py_1
dill =0.2.7.1=py36_0
docutils =0.14=py36_0
dronekit =2.9.2=pypi_0
empyrical =0.5.3=pypi_0
entrypoints =0.2.3=py36_1
et_xmlfile =1.0.1=py36_0
eventlet =0.22.0=py_0
expat =2.2.5=0
fastcache =1.0.2=py36_0
ffmpeg =3.4.1=0
flask =0.12.2=py36_0
flask-socketio =2.9.2=py36_0
fontconfig =2.12.4=h88586e7_1
freetype =2.8.1=0
future =0.16.0=py36_0
gcc_impl_linux-64 =7.3.0=habb00fd_1
gcc_linux-64 =7.3.0=h553295d_7
gensim =3.4.0=py36_0
geos =3.6.2=1
gettext =0.19.7=1
giflib =5.1.4=0
glfw =1.8.0=pypi_0
glib =2.53.6=h0d2cc06_1
gmp =6.1.2=0
graphite2 =1.3.13=hf484d3e_1000
greenlet =0.4.12=py36_0
gst-plugins-base =1.14.0=he9c8b40_0
gstreamer =1.14.0=hb31296c_0
gxx_impl_linux-64 =7.3.0=hdf63c60_1
gxx_linux-64 =7.3.0=h553295d_7
gym =0.9.6=pypi_0
h5py =2.7.1=py36_1
harfbuzz =1.5.0=h2545bd6_0
hdf5 =1.8.18=2
heapdict =1.0.0=py36_0
html2text =2018.1.9=pypi_0
html5lib =0.9999999=py36_0
icu =58.2=0
idna =2.6=py36_1
imageio =2.1.2=py36_0
intel-openmp =2018.0.0=hc7b2577_8
intervaltree =3.0.2=pypi_0
ipykernel =4.9.0=py36_0
ipython =6.5.0=py36_0
ipython-sql =0.3.9=py36_0
ipython_genutils =0.2.0=py36_0
ipywidgets =7.0.5=py36_0
itsdangerous =0.24=py_2
jasper =1.900.1=4
jdc =0.0.8=pypi_0
jdcal =1.3=py36_0
jedi =0.10.2=py36_0
jieba =0.39=pypi_0
jinja2 =2.10=py36_0
jmespath =0.9.3=py36_0
joblib =0.11=py36_0
jpeg =9b=2
json5 =0.8.5=py_0
jsonschema =2.6.0=py36_0
jupyter_client =5.2.4=py_3
jupyter_core =4.4.0=py_0
jupyterlab =1.0.9=py36_0
jupyterlab_server =1.0.0=py_0
keras =2.0.9=py36_0
libblas =3.8.0=7_h6e990d7_netlib
libcblas =3.8.0=7_h6e990d7_netlib
libedit =3.1.20170329=0
libffi =3.2.1=3
libgcc =7.2.0=h69d50b8_2
libgcc-ng =7.3.0=hdf63c60_0
libgfortran =3.0.0=1
libgfortran-ng =7.2.0=h9f7466a_2
libgpuarray =0.7.5=0
libiconv =1.15=h470a237_1
liblapack =3.8.0=7_h6e990d7_netlib
libopenblas =0.2.20=h9ac9557_4
libpng =1.6.34=0
libpq =9.6.6=h1f21990_0
librosa =0.5.1=py36_1
libsodium =1.0.15=1
libstdcxx-ng =7.3.0=hdf63c60_0
libtiff =4.0.9=he6b73bb_1
libtorch =0.1.12=nomkl_0
libuuid =2.32.1=h14c3975_1000
libwebp =0.5.2=7
libxcb =1.13=0
libxml2 =2.9.7=0
llvmlite =0.20.0=py36_0
locket =0.2.0=py36_1
lockfile =0.12.2=pypi_0
logbook =1.5.3=pypi_0
lru-dict =1.1.6=pypi_0
lxml =4.1.1=pypi_0
mako =1.0.7=pypi_0
markdown =2.6.9=py36_0
markupsafe =1.0=py36_0
matplotlib =2.1.0=py36hba5de38_0
mistune =0.8.3=py_0
mkl =2018.0.1=h19d6760_4
mock =2.0.0=py36_0
monotonic =1.3=pypi_0
more-itertools =7.0.0=pypi_0
moviepy =0.2.3.2=py36_0
mpmath =1.0.0=py_0
msgpack =0.5.6=pypi_0
msgpack-python =0.4.8=py36_0
mujoco-py =1.50.1.59=pypi_0
multipledispatch =0.6.0=pypi_0
nbconvert =5.4.0=py36_1
nbformat =4.4.0=py36_0
nbzip =0.1.0=pypi_0
nccl =1.3.4=cuda8.0_1
ncurses =5.9=10
networkx =1.11=py36_0
ninja =1.8.2=1
nlohmann_json =3.4.0=hf484d3e_0
nltk =3.2.5=py_0
nomkl =1.0=0
notebook =5.7.0=py36_0
numba =0.35.0=np112py36_0
numexpr =2.6.4=py36_nomklh2c28f9d_0
numpy =1.13.3=pypi_0
oauthlib =2.0.6=py_0
olefile =0.44=py36_0
openblas =0.2.19=2
opencv =3.3.1=py36h0f6f1c3_0
openpyxl =2.5.0b1=py36_0
openssl =1.0.2u=h516909a_0
packaging =16.8=py36_0
pandas =0.18.1=pypi_0
pandas-datareader =0.5.0=pypi_0
pandoc =1.19.2=0
pandocfilters =1.4.1=py36_0
parso =0.4.0=py_0
partd =0.3.8=py36_0
patsy =0.4.1=py36_0
pbr =3.1.1=py36_0
pcre =8.39=0
pexpect =4.3.1=py36_0
pickleshare =0.7.4=py36_0
pillow =5.2.0=py36_0
pinyin =0.4.0=pypi_0
pip =18.1=py36_0
pixman =0.34.0=1
plotly =2.0.15=py36_0
pluggy =0.11.0=pypi_0
pomegranate =0.9.0=py36h3010b51_0
prettytable =0.7.2=py_2
prometheus_client =0.3.1=py_1
prompt_toolkit =1.0.15=py36_0
protobuf =3.5.1=py36_3
psutil =5.4.0=py36_0
psycopg2 =2.7.4=py36hb7f436b_0
ptyprocess =0.5.2=py36_0
py =1.8.0=pypi_0
py4j =0.10.7=py36_0
pyasn1 =0.4.4=py_1
pycosat =0.6.3=py36_0
pycparser =2.18=py36_0
pycurl =7.43.0=py36_0
pydot =1.2.4=py_0
pydotplus =2.0.2=py36_0
pyglet =1.3.0=pypi_0
pygments =2.2.0=py36_0
pygpu =0.7.5=py36_0
pyjwt =1.5.3=py_0
pymavlink =2.2.20=pypi_0
pymc3 =3.2=py36_0
pyopengl =3.1.0=pypi_0
pyopenssl =17.4.0=py36_0
pyparsing =2.2.0=py36_0
pyqt =5.6.0=py36_4
pyrsistent =0.15.2=py36h516909a_0
pysocks =1.6.8=py36_1
pyspark =2.4.3=py_0
pytest =4.5.0=pypi_0
python =3.6.3=3
python-crfsuite =0.9.2=py36_0
python-dateutil =2.6.1=py36_0
python-editor =1.0.4=pypi_0
python-engineio =2.0.2=py_0
python-graphviz =0.10.1=pypi_0
python-socketio =1.8.4=py_0
python-speech-features =0.6=pypi_0
pytorch =0.4.0=py36_cuda8.0.61_cudnn7.1.2_1
pytz =2017.3=py_2
pywavelets =0.5.2=py36_1
pyyaml =3.12=py36_1
pyzmq =17.1.2=py36hae99301_0
qt =5.6.2=7
readline =7.0=hb321a52_4
requests =2.18.4=py36_1
requests-file =1.5.1=pypi_0
requests-ftp =0.3.1=pypi_0
requests-oauthlib =0.8.0=py36_1
requests-toolbelt =0.9.1=pypi_0
resampy =0.2.0=py36_1
rsa =3.4.2=py_1
ruamel_yaml =0.11.14=py36_0
s3transfer =0.1.13=py36_0
scikit-image =0.14.2=py36he6710b0_0
scikit-learn =0.19.1=py36_blas_openblas_200
scipy =1.0.0=pypi_0
seaborn =0.8.1=py36_0
seekwell =0.1=pypi_0
send2trash =1.5.0=py_0
setuptools =38.4.0=py36_0
shapely =1.6.4=py36_0
simplegeneric =0.8.1=py36_0
simplewebsocketserver =0.1.1=pypi_0
sip =4.18=py36_1
six =1.11.0=py36_1
smart_open =1.5.6=py36_1
snownlp =0.12.3=pypi_0
sortedcontainers =2.1.0=pypi_0
soundfile =0.9.0.post1=pypi_0
sqlalchemy =1.1.13=py36_0
sqlite =3.20.1=h6d8b0f3_1
sqlparse =0.3.0=py_0
statsmodels =0.8.0=py36_0
sympy =1.0=py36_0
tables =3.3.0=pypi_0
tensorflow =1.3.0=py36_0
terminado =0.8.1=py36_0
testpath =0.3.1=py36_0
theano =1.0.1=py36_1
tk =8.6.7=0
toolz =0.8.2=py_2
torchvision =0.2.1=py36_1
tornado =4.5.3=py36_0
tqdm =4.19.5=pypi_0
traitlets =4.3.2=py36_0
tweepy =3.5.0=py36_0
twython =3.6.0=py36_0
udacity-pa =0.2.7=pypi_0
urllib3 =1.22=py36_0
util-linux =2.21=0
utm =0.4.2=py36_0
uvloop =0.8.1=py36_0
vega =0.4.4=py36_1
vincent =0.4.4=py36_0
wcwidth =0.1.7=py36_0
webencodings =0.5=py36_0
websockets =4.0.1=py36_0
werkzeug =0.14.1=py_0
wheel =0.30.0=py36_2
widgetsnbextension =3.1.0=py36_0
wordcloud =1.4.1=py36_0
wptools =0.4.7=pypi_0
x264 =20131217=3
xeus =0.17.0=h6e680fc_1000
xeus-cling =0.4.9=0
xlrd =1.1.0=py_2
xorg-libxau =1.0.8=3
xorg-libxdmcp =1.1.2=3
xtl =0.5.4=h6bb024c_0
xz =5.2.3=0
yaml =0.1.6=0
zeromq =4.2.5=hfc679d8_4
zipline =1.2.0=pypi_0
zlib =1.2.11=0

project_7_Combining_Signals_for_Enhanced_Alpha/requirements_pip.txt pypi

Bottleneck ==1.3.2
Box2D ==2.3.2
Box2D-kengz ==2.3.3
Cython ==0.29.7
Flask ==0.12.2
Flask-SocketIO ==2.9.2
Jinja2 ==2.10
Keras ==2.0.9
Logbook ==1.5.3
Mako ==1.0.7
Markdown ==2.6.9
MarkupSafe ==1.0
Pillow ==5.2.0
PyJWT ==1.5.3
PyOpenGL ==3.1.0
PySocks ==1.6.8
PyWavelets ==0.5.2
PyYAML ==3.12
Pygments ==2.2.0
SQLAlchemy ==1.1.13
SeekWell ==0.1
Send2Trash ==1.5.0
Shapely ==1.6.4.post1
SimpleWebSocketServer ==0.1.1
SoundFile ==0.9.0.post1
Theano ==1.0.1
Werkzeug ==0.14.1
alembic ==1.4.2
alphalens ==0.3.2
altair ==1.2.1
asn1crypto ==0.22.0
atari-py ==0.1.7
atomicwrites ==1.3.0
attrs ==19.1.0
audioread ==2.1.6
av ==0.3.3
awscli ==1.16.17
backcall ==0.1.0
backports.functools-lru-cache ==1.4
backports.weakref ==1.0rc1
bcolz ==0.12.1
beautifulsoup4 ==4.6.0
bleach ==1.5.0
blinker ==1.4
bokeh ==0.12.13
boto ==2.48.0
boto3 ==1.9.7
botocore ==1.12.7
bresenham ==0.2
bz2file ==0.98
cassandra-driver ==3.11.0
certifi ==2019.11.28
cffi ==1.11.2
chardet ==3.0.4
click ==6.7
cloudpickle ==0.2.2
colorama ==0.3.9
colour ==0.1.5
conda ==4.6.14
contextlib2 ==0.6.0.post1
cryptography ==2.1.4
cycler ==0.10.0
cyordereddict ==1.0.0
cytoolz ==0.9.0.1
dask ==0.16.1
decorator ==4.0.11
defusedxml ==0.5.0
dill ==0.2.7.1
docutils ==0.14
dronekit ==2.9.2
empyrical ==0.5.3
entrypoints ==0.2.3
et-xmlfile ==1.0.1
eventlet ==0.22.0
fastcache ==1.0.2
future ==0.16.0
gensim ==3.4.0
glfw ==1.8.0
graphviz ==0.10.1
greenlet ==0.4.12
gym ==0.9.6
h5py ==2.7.1
heapdict ==1.0.0
html2text ==2018.1.9
html5lib ==0.9999999
idna ==2.6
imageio ==2.1.2
intervaltree ==3.0.2
ipykernel ==4.9.0
ipython ==6.5.0
ipython-genutils ==0.2.0
ipython-sql ==0.3.9
ipywidgets ==7.0.5
itsdangerous ==0.24
jdc ==0.0.8
jdcal ==1.3
jedi ==0.10.2
jieba ==0.39
jmespath ==0.9.3
joblib ==0.11
json5 ==0.8.5
jsonschema ==2.6.0
jupyter-client ==5.2.4
jupyter-core ==4.4.0
jupyterlab ==1.0.9
jupyterlab-server ==1.0.0
librosa ==0.5.1
llvmlite ==0.20.0
locket ==0.2.0
lockfile ==0.12.2
lru-dict ==1.1.6
lxml ==4.1.1
matplotlib ==2.1.0
mistune ==0.8.3
mock ==2.0.0
monotonic ==1.3
more-itertools ==7.0.0
moviepy ==0.2.3.2
msgpack ==0.5.6
msgpack-python ==0.4.8
mujoco-py ==1.50.1.59
multipledispatch ==0.6.0
nbconvert ==5.4.0
nbformat ==4.4.0
nbzip ==0.1.0
networkx ==1.11
nltk ==3.2.5
notebook ==5.7.0
numba ==0.35.0
numexpr ==2.6.4
numpy ==1.13.3
oauthlib ==2.0.6
olefile ==0.44
openpyxl ==2.5.0b1
packaging ==16.8
pandas ==0.18.1
pandas-datareader ==0.5.0
pandocfilters ==1.4.1
parso ==0.4.0
partd ==0.3.8
patsy ==0.4.1
pbr ==3.1.1
pexpect ==4.3.1
pickleshare ==0.7.4
pinyin ==0.4.0
plotly ==2.0.15
pluggy ==0.11.0
pomegranate ==0.9.0
prettytable ==0.7.2
prometheus-client ==0.3.1
prompt-toolkit ==1.0.15
protobuf ==3.5.1
psutil ==5.4.0
psycopg2 ==2.7.4
ptyprocess ==0.5.2
py ==1.8.0
py4j ==0.10.7
pyOpenSSL ==17.4.0
pyasn1 ==0.4.4
pycosat ==0.6.3
pycparser ==2.18
pycurl ==7.43.0
pydot ==1.2.4
pydotplus ==2.0.2
pyglet ==1.3.0
pygpu ==0.7.5
pymavlink ==2.2.20
pymc3 ==3.2
pyparsing ==2.2.0
pyrsistent ==0.15.2
pyspark ==2.4.3
pytest ==4.5.0
python-crfsuite ==0.9.2
python-dateutil ==2.6.1
python-editor ==1.0.4
python-engineio ==2.0.2
python-socketio ==1.8.4
python-speech-features ==0.6
pytz ==2017.3
pyzmq ==17.1.2
requests ==2.18.4
requests-file ==1.5.1
requests-ftp ==0.3.1
requests-oauthlib ==0.8.0
requests-toolbelt ==0.9.1
resampy ==0.2.0
rsa ==3.4.2
ruamel-yaml ==0.11.14
s3transfer ==0.1.13
scikit-image ==0.14.2
scikit-learn ==0.19.1
scipy ==1.0.0
seaborn ==0.8.1
simplegeneric ==0.8.1
six ==1.11.0
smart-open ==1.5.6
snownlp ==0.12.3
sortedcontainers ==2.1.0
sqlparse ==0.3.0
statsmodels ==0.8.0
sympy ==1.0
tables ==3.3.0
tensorflow ==1.3.0
terminado ==0.8.1
testpath ==0.3.1
toolz ==0.8.2
torch ==0.4.0
torchvision ==0.2.1
tornado ==4.5.3
tqdm ==4.19.5
traitlets ==4.3.2
tweepy ==3.5.0
twython ==3.6.0
udacity-pa ==0.2.7
urllib3 ==1.22
utm ==0.4.2
uvloop ==0.8.1
vega ==0.4.4
vincent ==0.4.4
wcwidth ==0.1.7
webencodings ==0.5
websockets ==4.0.1
widgetsnbextension ==3.1.0
wordcloud ==1.4.1
wptools ==0.4.7
xlrd ==1.1.0
zipline ==1.2.0

project_8_Backtesting/requirements.txt pypi

matplotlib ==2.1.0 test
numpy ==1.16.1 test
pandas ==0.24.1 test
patsy ==0.5.1 test
scipy ==0.19.1 test
statsmodels ==0.9.0 test
tqdm ==4.19.5 test