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requirements.txt
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53 lines (43 loc) · 884 Bytes
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# ERA5 Agent Dependencies
# =======================
# LangChain (Agent Framework)
langchain>=0.3.0
langchain-openai>=0.2.0
langchain-core>=0.3.0
# OpenAI
openai>=1.0.0
# Data Access
arraylake>=0.10.0
icechunk>=0.1.0
# Scientific Computing
xarray>=2024.10.0
zarr>=3.0.0
pandas>=2.0.0
numpy>=1.24.0
scipy>=1.10.0
scikit-learn>=1.3.0 # For EOF/PCA climate pattern analysis
statsmodels>=0.14.0 # For Granger Causality & trend analysis
bottleneck>=1.3.0 # Fast rolling windows for time series
# Visualization
matplotlib>=3.7.0
seaborn>=0.12.0
cartopy>=0.22.0
geopandas
cmocean>=3.0.0
colorcet>=3.0.0
# Validation & Config
pydantic>=2.0.0
python-dotenv>=1.0.0
# Jupyter Kernel
jupyter_client>=8.0.0
ipykernel>=6.0.0
# MCP Server
mcp>=1.0.0
# Maritime Routing (Optional Extended Features)
scgraph>=1.0.0
global-land-mask>=1.0.0
#Web
fastapi
uvicorn[standard]
websockets
jinja2