python-200/requirements.txt at main · Code-the-Dream-School/python-200 · GitHub

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# Python 200 -- Course Environment
# Python 3.12
#
# Setup:
#   uv venv --python 3.12
#   source .venv/Scripts/activate   # Git Bash on Windows
#   source .venv/bin/activate       # Mac / Linux
#   uv pip install -r requirements.txt
#
# Note: PyTorch, torchvision, and related deep learning packages are NOT here --
#       deep learning work is done on Kaggle.
# Note: Azure SDK packages are added separately starting in Week 8.

# --- Core data tools (all weeks) ---
jupyterlab
ipykernel
numpy
pandas
matplotlib
scipy
pillow
tqdm
requests
python-dotenv
jupytext
streamlit

# --- Pipelines (Week 1) ---
prefect

# --- Machine learning (Weeks 2-3) ---
scikit-learn

# --- LLMs and RAG (Weeks 5-6) ---
openai
pypdf
llama-index
llama-index-llms-openai
llama-index-embeddings-openai
llama-index-readers-file
llama-index-vector-stores-postgres
faiss-cpu
psycopg2-binary
pgvector

# --- AI Agents (Week 7) ---
smolagents