TFMOT 0.8.1 improves compatibility with numpy v2 and dependencies.
- Fix keras importing failures at the colab.
- Add required packages to setup.py to match requirements.txt.
- Relax absl-py requirements for tensorflow_model_optimization.
- Mark compatibility with numpy v2.