mirror of
https://github.com/schwartz1375/genai-security-training
synced 2026-08-09 13:08:41 +00:00
60 lines
1.7 KiB
Plaintext
60 lines
1.7 KiB
Plaintext
# Core ML/AI Libraries
|
|
torch>=2.0.0
|
|
torchvision>=0.15.0
|
|
transformers>=4.30.0
|
|
numpy>=1.24.0
|
|
pandas>=2.0.0
|
|
scikit-learn>=1.3.0
|
|
scipy>=1.11.0
|
|
|
|
# NLP & Embeddings
|
|
sentence-transformers>=2.2.0
|
|
|
|
# Image Processing
|
|
Pillow>=10.0.0
|
|
|
|
# Visualization
|
|
matplotlib>=3.7.0
|
|
seaborn>=0.12.0
|
|
|
|
# Jupyter and Notebooks
|
|
jupyter>=1.0.0
|
|
notebook>=7.0.0
|
|
ipywidgets>=8.0.0
|
|
|
|
# Utilities
|
|
tqdm>=4.65.0
|
|
requests>=2.31.0
|
|
langgraph>=0.2.0
|
|
|
|
# Testing
|
|
pytest>=7.4.0
|
|
|
|
# ============================================
|
|
# LAB-SPECIFIC PACKAGES (Auto-installed)
|
|
# ============================================
|
|
|
|
# The following packages are automatically installed by labs when needed.
|
|
# You can pre-install them if you prefer, but it's not required.
|
|
# Labs use pinned versions to ensure stability:
|
|
|
|
# adversarial-robustness-toolbox==1.17.0 # Module 07 Lab 1, Lab 4
|
|
# textattack==0.3.10 # Module 03 Lab 3, Module 07 Lab 2, Lab 4
|
|
# shap==0.45.0 # Module 07 Lab 3
|
|
|
|
# Note: These packages have specific version requirements and dependencies
|
|
# that may conflict with each other. Labs install them on-demand with pinned
|
|
# versions to ensure compatibility and avoid breaking changes.
|
|
|
|
# ============================================
|
|
# OPTIONAL: For experimentation beyond labs
|
|
# ============================================
|
|
|
|
# These packages are NOT required for the course labs.
|
|
# Uncomment only if you want to experiment with external APIs:
|
|
|
|
# ollama>=0.1.0 # Local LLM inference (optional)
|
|
# openai>=1.0.0 # OpenAI API (optional)
|
|
# anthropic>=0.3.0 # Anthropic API (optional)
|
|
# langchain>=0.1.0 # LangChain framework (optional)
|