AI_foundation_tutorial/requirements.txt at main · mac999/AI_foundation_tutorial · GitHub

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# AI Foundation Tutorial - Requirements
# Core ML/DL Frameworks
torchtext
tensorflow

# Transformers & NLP
transformers
datasets
tokenizers
sentencepiece
trl
tf-keras

# Hugging Face Ecosystem
accelerate
evaluate
peft
bitsandbytes

# Data Science & Scientific Computing
numpy
pandas
scipy
scikit-learn
matplotlib
seaborn
plotly

# Computer Vision
opencv-python
Pillow

# Web Frameworks & APIs
fastapi
uvicorn
streamlit
gradio
flask
requests

# LangChain & AI Agents
langchain
langchain-community
langchain-openai
langchain-experimental
langgraph

# Vector Databases & Search
faiss-cpu
chromadb

# Document Processing
pypdf
pymupdf
python-docx
openpyxl

# Jupyter & Development
jupyter
ipykernel
ipywidgets
notebook

# Model Serving & Deployment
onnx
onnxruntime
mlflow

# Utilities
tqdm
python-dotenv
pyyaml

# Visualization & Monitoring
tensorboard
wandb

# Optional: For Korean NLP (only if needed)
# konlpy>=0.6.0
# soynlp>=0.0.493

# Optional: GPU Support (uncomment if using CUDA)
# pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118

# Note: Spacy removed due to compatibility issues
# Install spacy separately if needed: pip install spacy
# python -m spacy download en_core_web_sm
# python -m spacy download ko_core_news_sm