LICENSE
README.md
pyproject.toml
stateset_agents/__init__.py
stateset_agents/cli.py
stateset_agents/cli_advanced.py
stateset_agents/exceptions.py
stateset_agents/py.typed
stateset_agents.egg-info/PKG-INFO
stateset_agents.egg-info/SOURCES.txt
stateset_agents.egg-info/dependency_links.txt
stateset_agents.egg-info/entry_points.txt
stateset_agents.egg-info/requires.txt
stateset_agents.egg-info/top_level.txt
stateset_agents/api/__init__.py
stateset_agents/api/auth.py
stateset_agents/api/cache.py
stateset_agents/api/config.py
stateset_agents/api/constants.py
stateset_agents/api/dependencies.py
stateset_agents/api/distributed_cache.py
stateset_agents/api/enhanced_ultimate_grpo_service.py
stateset_agents/api/errors.py
stateset_agents/api/logging_config.py
stateset_agents/api/main.py
stateset_agents/api/messages_models.py
stateset_agents/api/messages_utils.py
stateset_agents/api/middleware.py
stateset_agents/api/models.py
stateset_agents/api/observability.py
stateset_agents/api/openai_models.py
stateset_agents/api/openapi.py
stateset_agents/api/persistence.py
stateset_agents/api/resilience.py
stateset_agents/api/schemas.py
stateset_agents/api/security.py
stateset_agents/api/shutdown.py
stateset_agents/api/streaming.py
stateset_agents/api/ultimate_grpo_service.py
stateset_agents/api/versioning.py
stateset_agents/api/grpo/__init__.py
stateset_agents/api/grpo/auth.py
stateset_agents/api/grpo/config.py
stateset_agents/api/grpo/handlers.py
stateset_agents/api/grpo/metrics.py
stateset_agents/api/grpo/models.py
stateset_agents/api/grpo/rate_limiter.py
stateset_agents/api/grpo/router_v1.py
stateset_agents/api/grpo/service.py
stateset_agents/api/grpo/service_routes.py
stateset_agents/api/grpo/state.py
stateset_agents/api/routers/__init__.py
stateset_agents/api/routers/agents.py
stateset_agents/api/routers/messages.py
stateset_agents/api/routers/metrics.py
stateset_agents/api/routers/openai.py
stateset_agents/api/routers/training.py
stateset_agents/api/routers/training_lab.py
stateset_agents/api/routers/v1.py
stateset_agents/api/services/__init__.py
stateset_agents/api/services/agent_service.py
stateset_agents/api/services/auth_service.py
stateset_agents/api/services/demo_engine.py
stateset_agents/api/services/inference_service.py
stateset_agents/api/services/request_batcher.py
stateset_agents/api/services/training_service.py
stateset_agents/config/__init__.py
stateset_agents/config/validation.py
stateset_agents/core/__init__.py
stateset_agents/core/adaptive_learning_controller.py
stateset_agents/core/advanced_monitoring.py
stateset_agents/core/advanced_monitoring_models.py
stateset_agents/core/advanced_monitoring_tracing.py
stateset_agents/core/agent.py
stateset_agents/core/agent_backends.py
stateset_agents/core/agent_config.py
stateset_agents/core/agent_factories.py
stateset_agents/core/async_pool.py
stateset_agents/core/basic_rewards.py
stateset_agents/core/computational_engine.py
stateset_agents/core/conversation_environment.py
stateset_agents/core/curriculum_learning.py
stateset_agents/core/data_processing.py
stateset_agents/core/domain_rewards.py
stateset_agents/core/enhanced_state_cache.py
stateset_agents/core/enhanced_state_management.py
stateset_agents/core/environment.py
stateset_agents/core/environment_base.py
stateset_agents/core/environment_presets.py
stateset_agents/core/error_handling.py
stateset_agents/core/errors.py
stateset_agents/core/evaluation.py
stateset_agents/core/evaluation_metrics.py
stateset_agents/core/evaluation_models.py
stateset_agents/core/few_shot_adaptation.py
stateset_agents/core/function_calling.py
stateset_agents/core/input_validation.py
stateset_agents/core/intelligent_orchestrator.py
stateset_agents/core/intelligent_orchestrator_logic.py
stateset_agents/core/intelligent_orchestrator_models.py
stateset_agents/core/long_term_planning.py
stateset_agents/core/memory.py
stateset_agents/core/multi_agent_coordination.py
stateset_agents/core/multimodal_processing.py
stateset_agents/core/multiturn_agent.py
stateset_agents/core/multiturn_analysis.py
stateset_agents/core/multiturn_context.py
stateset_agents/core/neural_architecture_search.py
stateset_agents/core/performance_optimizer.py
stateset_agents/core/reward.py
stateset_agents/core/reward_base.py
stateset_agents/core/reward_factories.py
stateset_agents/core/rust_accelerator.py
stateset_agents/core/structured_output.py
stateset_agents/core/task_environment.py
stateset_agents/core/tool_agent.py
stateset_agents/core/trajectory.py
stateset_agents/core/type_system.py
stateset_agents/core/types.py
stateset_agents/core/value_function.py
stateset_agents/core/enhanced/__init__.py
stateset_agents/core/enhanced/advanced_evaluation.py
stateset_agents/core/enhanced/advanced_rl_algorithms.py
stateset_agents/core/enhanced/enhanced_agent.py
stateset_agents/core/environments/multimodal_environment.py
stateset_agents/core/gym/__init__.py
stateset_agents/core/gym/adapter.py
stateset_agents/core/gym/agents.py
stateset_agents/core/gym/mappers.py
stateset_agents/core/gym/processors.py
stateset_agents/data/__init__.py
stateset_agents/data/conversation_dataset.py
stateset_agents/data/customer_support_bench.py
stateset_agents/data/gsm8k.py
stateset_agents/data/tool_calling_bench.py
stateset_agents/environments/__init__.py
stateset_agents/environments/conversation_simulator.py
stateset_agents/environments/symbolic_physics.py
stateset_agents/evaluation/__init__.py
stateset_agents/evaluation/sim_to_real_metrics.py
stateset_agents/rewards/__init__.py
stateset_agents/rewards/bayesian_reward_model.py
stateset_agents/rewards/kimi_k25_reward.py
stateset_agents/rewards/llm_judge.py
stateset_agents/rewards/llm_judge_adapter.py
stateset_agents/rewards/llm_reward.py
stateset_agents/rewards/multi_objective_components.py
stateset_agents/rewards/multi_objective_reward.py
stateset_agents/rewards/ruler_reward.py
stateset_agents/rewards/symbolic_physics_reward.py
stateset_agents/scaffolding/__init__.py
stateset_agents/scaffolding/starter.py
stateset_agents/testing/__init__.py
stateset_agents/testing/fixtures.py
stateset_agents/testing/hypothesis_strategies.py
stateset_agents/testing/matchers.py
stateset_agents/training/__init__.py
stateset_agents/training/advanced_training_models.py
stateset_agents/training/advanced_training_orchestrator.py
stateset_agents/training/base_trainer.py
stateset_agents/training/callbacks.py
stateset_agents/training/config.py
stateset_agents/training/continual_learning.py
stateset_agents/training/dapo_config.py
stateset_agents/training/dapo_entrypoints.py
stateset_agents/training/dapo_trainer.py
stateset_agents/training/decision_transformer.py
stateset_agents/training/diagnostics.py
stateset_agents/training/distributed.py
stateset_agents/training/distributed_trainer.py
stateset_agents/training/domain_randomization.py
stateset_agents/training/ema.py
stateset_agents/training/evaluation.py
stateset_agents/training/gemma4_starter.py
stateset_agents/training/gepo_trainer.py
stateset_agents/training/glm5_1_starter.py
stateset_agents/training/gspo_config.py
stateset_agents/training/gspo_entrypoints.py
stateset_agents/training/gspo_generation.py
stateset_agents/training/gspo_token_trainer.py
stateset_agents/training/gspo_trainer.py
stateset_agents/training/kimi_k2_6_starter.py
stateset_agents/training/kl_controllers.py
stateset_agents/training/loss_computation.py
stateset_agents/training/multi_turn_checkpointing.py
stateset_agents/training/multi_turn_evaluation.py
stateset_agents/training/multi_turn_scenarios.py
stateset_agents/training/multi_turn_trainer.py
stateset_agents/training/neural_reward_trainer.py
stateset_agents/training/offline_grpo_trainer.py
stateset_agents/training/offline_rl_algorithms.py
stateset_agents/training/offline_rl_bcq.py
stateset_agents/training/offline_rl_bear.py
stateset_agents/training/ppo_trainer.py
stateset_agents/training/preset_training.py
stateset_agents/training/qwen3_5_starter.py
stateset_agents/training/reward_calibration.py
stateset_agents/training/rlaif_trainer.py
stateset_agents/training/serving_artifacts.py
stateset_agents/training/sim_to_real.py
stateset_agents/training/single_turn_checkpointing.py
stateset_agents/training/single_turn_state.py
stateset_agents/training/single_turn_trainer.py
stateset_agents/training/train.py
stateset_agents/training/trainer.py
stateset_agents/training/trainer_utils.py
stateset_agents/training/transformer_reward_model.py
stateset_agents/training/trl_grpo_config.py
stateset_agents/training/trl_grpo_entrypoints.py
stateset_agents/training/trl_grpo_trainer.py
stateset_agents/training/vapo_config.py
stateset_agents/training/vapo_entrypoints.py
stateset_agents/training/vapo_trainer.py
stateset_agents/training/vllm_backend.py
stateset_agents/training/auto_research/__init__.py
stateset_agents/training/auto_research/analysis.py
stateset_agents/training/auto_research/checkpoint_manager.py
stateset_agents/training/auto_research/config.py
stateset_agents/training/auto_research/early_abort.py
stateset_agents/training/auto_research/experiment_loop.py
stateset_agents/training/auto_research/experiment_tracker.py
stateset_agents/training/auto_research/llm_proposer.py
stateset_agents/training/auto_research/proposer.py
stateset_agents/training/auto_research/search_spaces.py
stateset_agents/training/hpo/__init__.py
stateset_agents/training/hpo/base.py
stateset_agents/training/hpo/config.py
stateset_agents/training/hpo/grpo_hpo_trainer.py
stateset_agents/training/hpo/optuna_backend.py
stateset_agents/training/hpo/ray_tune_backend.py
stateset_agents/training/hpo/search_spaces.py
stateset_agents/training/hpo/wandb_backend.py
stateset_agents/utils/__init__.py
stateset_agents/utils/advanced_dashboard.py
stateset_agents/utils/alerts.py
stateset_agents/utils/cache.py
stateset_agents/utils/logging.py
stateset_agents/utils/monitoring.py
stateset_agents/utils/observability.py
stateset_agents/utils/performance_monitor.py
stateset_agents/utils/profiler.py
stateset_agents/utils/repo_hygiene.py
stateset_agents/utils/reproducibility.py
stateset_agents/utils/security.py
stateset_agents/utils/symbolic_math.py
stateset_agents/utils/wandb_config.py
stateset_agents/utils/wandb_integration.py
stateset_agents/utils/wandb_logger.py
tests/test_kimi_k25_integration.py