|
# Core Deep Learning |
|
torch>=2.1.0 |
|
torchvision>=0.16.0 |
|
torchaudio>=2.1.0 |
|
transformers>=4.35.0 |
|
diffusers>=0.24.0 |
|
accelerate>=0.24.0 |
|
|
|
# Audio Processing |
|
librosa>=0.10.0 |
|
soundfile>=0.12.0 |
|
audioread>=3.0.0 |
|
|
|
# Data Processing & Analysis |
|
numpy>=1.24.0 |
|
pandas>=2.0.0 |
|
scipy>=1.10.0 |
|
scikit-learn>=1.3.0 |
|
|
|
# Computer Vision |
|
opencv-python>=4.8.0 |
|
opencv-python-headless>=4.8.0 |
|
Pillow>=10.0.0 |
|
|
|
# Natural Language Processing |
|
textblob>=0.17.0 |
|
nltk>=3.8.0 |
|
spacy>=3.6.0 |
|
|
|
# Visualization |
|
matplotlib>=3.7.0 |
|
seaborn>=0.12.0 |
|
plotly>=5.15.0 |
|
|
|
# UI Frameworks |
|
streamlit>=1.28.0 |
|
gradio>=4.0.0 |
|
|
|
# Utilities |
|
requests>=2.31.0 |
|
feedparser>=6.0.0 |
|
tqdm>=4.65.0 |
|
python-dotenv>=1.0.0 |
|
|
|
# Development & Testing |
|
pytest>=7.4.0 |
|
jupyter>=1.0.0 |
|
jupyterlab>=4.0.0 |
|
ipywidgets>=8.0.0 |
|
|
|
# Image Analysis & Evaluation |
|
imagehash>=4.3.0 |
|
|
|
# LoRA Fine-tuning & Personal Style Training |
|
peft>=0.7.0 |
|
datasets>=2.14.0 |
|
bitsandbytes>=0.41.0 |
|
|
|
# Audio-to-Text Processing (Phase 2.A) |
|
openai-whisper>=20231117 |
|
|
|
# Optional: Advanced ML Libraries |
|
# Uncomment as needed for advanced features |
|
open-clip-torch>=2.24.0 |
|
# controlnet-aux latest available on PyPI for py310 is 0.0.10 |
|
controlnet-aux>=0.0.10 |
|
xformers>=0.0.22 # For memory-efficient attention (GPU recommended) |
|
# wandb>=0.16.0 # Experiment tracking |
|
safetensors>=0.4.0 # Safe model loading |
|
|
|
# Optional: Cloud/API Integration |
|
# boto3>=1.34.0 # AWS SDK |
|
# google-cloud-storage>=2.10.0 # Google Cloud Platform |
|
# openai>=1.0.0 # OpenAI API (updated to v1+) |
|
|