stockcomparison.py-- compare stock prices for 120 days from today and the same time period a year ago.marketcap.py-- get marketcap for all stocks in a list.stocklist.py-- get the list of stocks in the NASDAQ100 list.stockdata.py-- download daily stock data from Yahoo Finance.stockpredict.py-- use a long short-term memory network (LSTM) to predict stock prices.comparemonths.py-- compare stock data month over month for a stock from a list of daily stock data.
Create & activate new virtual environment
$ python3 -m venv venv
$ . venv/bin/activateInstall the requirements
$ pip install -r requirements.txtOr to install the latest versions (-U for upgrade):
$ pip install -U -r requirements.txtThe following will be installed.
Full package list
Package Version
---------------------------- -----------
absl-py 2.1.0
astunparse 1.6.3
beautifulsoup4 4.12.3
certifi 2024.7.4
charset-normalizer 3.3.2
contourpy 1.2.1
cycler 0.12.1
flatbuffers 24.3.25
fonttools 4.53.1
frozendict 2.4.4
gast 0.6.0
google-pasta 0.2.0
grpcio 1.64.1
h5py 3.11.0
html5lib 1.1
idna 3.7
joblib 1.4.2
keras 3.4.1
kiwisolver 1.4.5
libclang 18.1.1
lxml 5.2.2
Markdown 3.6
markdown-it-py 3.0.0
MarkupSafe 2.1.5
matplotlib 3.9.1
mdurl 0.1.2
ml-dtypes 0.3.2
multitasking 0.0.11
namex 0.0.8
numpy 1.26.4
opt-einsum 3.3.0
optree 0.12.1
packaging 24.1
pandas 2.2.2
peewee 3.17.6
pillow 10.4.0
pip 24.1.1
platformdirs 4.2.2
protobuf 4.25.3
Pygments 2.18.0
pyparsing 3.1.2
python-dateutil 2.9.0.post0
pytz 2024.1
requests 2.32.3
rich 13.7.1
scikit-learn 1.5.1
scipy 1.14.0
setuptools 58.1.0
six 1.16.0
soupsieve 2.5
tensorboard 2.16.2
tensorboard-data-server 0.7.2
tensorflow 2.16.2
tensorflow-io-gcs-filesystem 0.37.1
termcolor 2.4.0
threadpoolctl 3.5.0
typing_extensions 4.12.2
tzdata 2024.1
urllib3 2.2.2
webencodings 0.5.1
Werkzeug 3.0.3
wheel 0.40.0
wrapt 1.16.0
yfinance 0.2.40
$ pip uninstall -y -r <(pip freeze)- A note on
sklearnvsscikit-learn: https://towardsdatascience.com/scikit-learn-vs-sklearn-6944b9dc1736