Commonly Used Packages

This part will introduce some basic packages and commonly used packages in optimization, machine learning, and large language models.

Basic Packages

Packages	Application	conda command
NumPy	Scientific computing	conda install numpy
Pandas	Data analysis	conda install pandas
Matplotlib	Data visualization	conda install matplotlib
Scipy	Optimization, statistics ...	conda install scipy

Optimization Packages

Packages	Application	conda command
CVXPY	Convex optimization	conda install cvxpy
PuLP	Linear programming	conda install pulp
Gurobi	Optimization	conda install gurobi
pymoo	Multi-objective optimization	conda install pymoo

Machine Learning Packages

Packages	Application	conda command
Scikit-learn	Machine learning	conda install scikit-learn
TensorFlow	Deep learning	conda install tensorflow
PyTorch	Deep learning	conda install pytorch
Keras	Deep learning	conda install keras
Gym	Reinforcement learning	conda install gym
Stable Baselines3	Reinforcement learning	conda install stable-baselines3

Large language models

Packages	Application	conda command
LangChain	Language model	conda install langchain
OpenAI API	Language model	conda install openai