diff --git a/DataScienceTools.sh b/DataScienceTools.sh new file mode 100755 index 0000000..25b6bc3 --- /dev/null +++ b/DataScienceTools.sh @@ -0,0 +1,62 @@ +#!/bin/bash + +# Install the Gekko optimization library +pip install gekko + +# Install BeautifulSoup4 and lxml for web scraping +pip install beautifulsoup4 lxml + +# Repeated installation of Gekko; you can remove this line as it's redundant +pip install gekko + +# Install Keras for deep learning +pip install keras + +# Install Matplotlib for data visualization +pip install matplotlib + +# Install NumPy for numerical computations +pip install numpy + +# Install OpenCV-Python for computer vision tasks +pip install opencv-python + +# Install Pandas for data manipulation +pip install pandas + +# Install Pandas Profiling for exploratory data analysis (with notebook support) +pip install pandas-profiling[notebook] + +# Enable Jupyter Notebook widget extensions +jupyter nbextension enable --py widgetsnbextension + +# Install Plotly for interactive data visualization +pip install plotly + +# Install PyTorch for deep learning +pip install torch + +# Install scikit-learn for machine learning tasks +pip install scikit-learn + +# Install SciPy for scientific and technical computing +pip install scipy + +# Install Seaborn for data visualization +pip install seaborn + +# Install StatsModels for statistical modeling +pip install statsmodels + +# Install the TcLab package +pip install tclab + +# Install TensorFlow for deep learning +pip install tensorflow + +# Install XGBoost for gradient boosting +pip install xgboost + +# List all installed packages and their versions +pip list +