ray-0.7.0

Core

• Backend bug fixes. #4766, #4763, #4605
• Add experimental API for creating resources at runtime. #3742

Tune

• Post-Experiment Tools. #4351
• Add Ax to Tune. #4731
• Tune bug fixes. #4733, #4659, #4747

RLlib

• Remove dependency on TensorFlow. #4764
• TD3/DDPG improvements and MuJoCo benchmarks. #4694
• Evaluation mode implementation for rllib.Trainer class. #4647
• Replace ray.get() with ray_get_and_free() to automatically free object store memory. #4586
• RLLib bug fixes. #4736, #4735, #4652, #4630

Autoscaler

• Add an aggressive autoscaling flag. #4285
• Autoscalar bug fixes. #4782, #4653