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requirements.txt
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executable file
·254 lines (221 loc) · 8.14 KB
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# requirements.txt
# Dependencies for ACT-based Digital Therapy System
# =============================================================================
# Machine Learning and AI Libraries
# =============================================================================
transformers>=4.36.0
torch>=2.1.0
diffusers>=0.24.0
peft>=0.7.0
accelerate>=0.25.0
# =============================================================================
# Core GPT and AI Libraries
# =============================================================================
openai>=1.12.0
python-dotenv>=1.0.0
PyYAML>=6.0.1
tiktoken>=0.5.2
tenacity>=8.2.3
# =============================================================================
# Image Generation and Processing
# =============================================================================
Pillow>=10.1.0
torchvision>=0.16.0
# xformers>=0.0.22
safetensors>=0.4.0
# =============================================================================
# Data Processing and Analysis
# =============================================================================
numpy>=1.24.0
pandas>=2.1.0
scipy>=1.11.0
scikit-learn>=1.3.0
# =============================================================================
# Text Processing and NLP
# =============================================================================
textblob>=0.17.1
nltk>=3.8.1
spacy>=3.7.0
langdetect>=1.0.9
# =============================================================================
# Database and Storage
# =============================================================================
# sqlite3
# sqlalchemy>=2.0.0
# alembic>=1.13.0
# motor>=3.3.0
pymongo>=4.6.0
# =============================================================================
# Web and API Framework
# =============================================================================
fastapi>=0.104.0
uvicorn>=0.24.0
httpx>=0.25.0
requests>=2.31.0
aiofiles>=23.2.0
# =============================================================================
# Configuration and Environment
# =============================================================================
pydantic>=2.5.0
pydantic-settings>=2.1.0
python-multipart>=0.0.6
# =============================================================================
# Logging and Monitoring
# =============================================================================
loguru>=0.7.2
structlog>=23.2.0
prometheus-client>=0.19.0
psutil>=5.9.0
# =============================================================================
# Testing and Development
# =============================================================================
pytest>=7.4.0
pytest-asyncio>=0.21.0
pytest-cov>=4.1.0
pytest-mock>=3.12.0
black>=23.11.0
isort>=5.12.0
flake8>=6.1.0
mypy>=1.7.0
# =============================================================================
# Security and Encryption
# =============================================================================
cryptography>=41.0.0
bcrypt>=4.1.0
python-jose[cryptography]>=3.3.0
passlib[bcrypt]>=1.7.4
# =============================================================================
# Date and Time Processing
# =============================================================================
python-dateutil>=2.8.0
pytz>=2023.3
arrow>=1.3.0
# =============================================================================
# Validation and Serialization
# =============================================================================
marshmallow>=3.20.0
cerberus>=1.3.5
jsonschema>=4.20.0
# =============================================================================
# HTTP and Network Libraries
# =============================================================================
urllib3>=2.1.0
certifi>=2023.11.17
charset-normalizer>=3.3.0
# =============================================================================
# Math and Statistics
# =============================================================================
statsmodels>=0.14.0
matplotlib>=3.8.0
seaborn>=0.13.0
plotly>=5.17.0
# =============================================================================
# Async and Concurrency
# =============================================================================
asyncio
aiohttp>=3.9.0
aiofiles>=23.2.0
# =============================================================================
# File Format Support
# =============================================================================
openpyxl>=3.1.0
xlrd>=2.0.1
python-docx>=1.1.0
pypdf>=3.17.0
# =============================================================================
# Caching and Performance
# =============================================================================
redis>=5.0.0
diskcache>=5.6.3
cachetools>=5.3.0
# =============================================================================
# System and OS Integration
# =============================================================================
pathlib
#shutil
#tempfile
#platform
#subprocess
# =============================================================================
# Optional GPU Acceleration (CUDA)
# =============================================================================
# torch-audio>=2.1.0 # Uncomment if audio features needed
# torchaudio>=2.1.0 # Uncomment if audio features needed
# =============================================================================
# Development and Debugging Tools
# =============================================================================
ipython>=8.17.0
jupyter>=1.0.0
notebook>=7.0.0
memory-profiler>=0.61.0
line-profiler>=4.1.0
# =============================================================================
# Documentation
# =============================================================================
sphinx>=7.2.0
sphinx-rtd-theme>=1.3.0
mkdocs>=1.5.0
mkdocs-material>=9.4.0
# =============================================================================
# Korean Language Support
# =============================================================================
konlpy>=0.6.0
soynlp>=0.0.493
#kiwipiepy>=0.17.0
# =============================================================================
# Additional Therapy-Specific Libraries
# =============================================================================
# Psychology and therapy assessment tools
#psychopy>=2023.2.0 # For psychological experiments if needed
# scikit-bio>=0.5.8 # For biological data if needed
# =============================================================================
# Production Deployment
# =============================================================================
gunicorn>=21.2.0
supervisor>=4.2.5
#nginx-python>=1.1.0
# =============================================================================
# Version Compatibility Notes
# =============================================================================
# Python >= 3.9 required
# CUDA >= 11.8 recommended for GPU acceleration
# PyTorch CUDA version should match your CUDA installation
# For Apple Silicon Macs, use MPS backend instead of CUDA
# =============================================================================
# Optional Dependencies for Advanced Features
# =============================================================================
# Uncomment based on your needs:
# For advanced computer vision:
# opencv-python>=4.8.0
# albumentations>=1.3.0
# For audio processing:
# librosa>=0.10.0
# soundfile>=0.12.0
# For advanced ML training:
# wandb>=0.16.0
# tensorboard>=2.15.0
# mlflow>=2.8.0
# For distributed training:
# horovod>=0.28.0
# deepspeed>=0.12.0
# For model optimization:
# onnx>=1.15.0
# onnxruntime>=1.16.0
# tensorrt>=8.6.0
# =============================================================================
# Installation Notes
# =============================================================================
# 1. Install PyTorch with appropriate CUDA version first:
# pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
#
# 2. For Apple Silicon Macs:
# pip install torch torchvision torchaudio
#
# 3. For CPU-only installation:
# pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cpu
#
# 4. Install remaining requirements:
# pip install -r requirements.txt
#
# 5. For development environment:
# pip install -r requirements.txt[dev]