AGENTS.md
CHANGELOG.md
LICENSE
MANIFEST.in
README.md
ROADMAP.md
app.py
main.py
pyproject.toml
uv.lock
data/README.md
data/m4_monthly_mini.csv
data/make_demo_labeled_stream_wisdm.py
data/make_synthetic_labeled_stream.py
data/make_wisdm_labeled_stream.py
data/short_real.csv
data/wisdm_subset.csv
examples/README.md
examples/forecasting_m4_monthly_mini.py
scripts/check_release_quality.sh
scripts/clean_release_artifacts.sh
scripts/smoke_install_wheel.sh
scripts/verify_release_artifacts.py
skills/README.md
skills/activity-recognition/SKILL.md
skills/classification/SKILL.md
skills/decomposition/SKILL.md
skills/diagnostics/SKILL.md
skills/forecasting/SKILL-pro.md
skills/forecasting/SKILL.md
skills/report-generation/SKILL.md
tests/test_examples_forecasting_m4_monthly_mini.py
tests/test_hosted_app.py
tests/test_package_metadata.py
tests/test_release_artifacts.py
tests/agents/__init__.py
tests/agents/test_benchmarks.py
tests/agents/test_deep_agent.py
tests/agents/test_simple_agent.py
tests/cli/test_autoresearch.py
tests/cli/test_demo.py
tests/cli/test_entrypoints.py
tests/cli/test_input_parsing.py
tests/cli/test_jobs.py
tests/cli/test_output.py
tests/cli/test_params.py
tests/cli/test_runs.py
tests/cli/test_sandbox.py
tests/cli/test_skills.py
tests/cli/test_workflows.py
tests/core/__init__.py
tests/core/test_classification.py
tests/core/test_comparison.py
tests/core/test_core_imports.py
tests/core/test_data_access.py
tests/core/test_decomposition.py
tests/core/test_forecasting.py
tests/core/test_m4_monthly_mini_dataset.py
tests/core/test_patterns.py
tests/core/test_recommendations.py
tests/core/test_spectral.py
tests/core/test_windowing.py
tests/evals/test_refactor_benchmark.py
tests/persistence/__init__.py
tests/persistence/test_experiment_log.py
tests/persistence/test_results_cache.py
tests/persistence/test_session_store.py
tests/tools/__init__.py
tests/tools/test_agent_tools.py
tests/tools/test_bundles.py
tests/tools/test_executor.py
tests/tools/test_registry.py
tests/tools/test_wrappers.py
ts_agents/__init__.py
ts_agents/__main__.py
ts_agents/_lazy.py
ts_agents/cli_contracts.py
ts_agents/config.py
ts_agents/contracts.py
ts_agents/data_access.py
ts_agents/data_loader.py
ts_agents/hosted_app.py
ts_agents/py.typed
ts_agents/runtime_paths.py
ts_agents.egg-info/PKG-INFO
ts_agents.egg-info/SOURCES.txt
ts_agents.egg-info/dependency_links.txt
ts_agents.egg-info/entry_points.txt
ts_agents.egg-info/requires.txt
ts_agents.egg-info/top_level.txt
ts_agents/agents/__init__.py
ts_agents/agents/benchmarks/__init__.py
ts_agents/agents/benchmarks/metrics.py
ts_agents/agents/benchmarks/runner.py
ts_agents/agents/benchmarks/scenarios.py
ts_agents/agents/deep/__init__.py
ts_agents/agents/deep/orchestrator.py
ts_agents/agents/deep/subagents/__init__.py
ts_agents/agents/deep/subagents/classification.py
ts_agents/agents/deep/subagents/decomposition.py
ts_agents/agents/deep/subagents/forecasting.py
ts_agents/agents/deep/subagents/patterns.py
ts_agents/agents/deep/subagents/turbulence.py
ts_agents/agents/simple/__init__.py
ts_agents/agents/simple/agent.py
ts_agents/agents/simple/prompts.py
ts_agents/autoresearch/__init__.py
ts_agents/autoresearch/executor.py
ts_agents/autoresearch/registry.py
ts_agents/autoresearch/runner.py
ts_agents/cli/__init__.py
ts_agents/cli/input_parsing.py
ts_agents/cli/jobs.py
ts_agents/cli/jobs_worker.py
ts_agents/cli/main.py
ts_agents/cli/output.py
ts_agents/cli/runs.py
ts_agents/cli/skills.py
ts_agents/core/__init__.py
ts_agents/core/base.py
ts_agents/core/comparison.py
ts_agents/core/recommendations.py
ts_agents/core/classification/__init__.py
ts_agents/core/classification/convolution.py
ts_agents/core/classification/distance_based.py
ts_agents/core/classification/hybrid.py
ts_agents/core/classification/utils.py
ts_agents/core/decomposition/__init__.py
ts_agents/core/decomposition/holt_winters.py
ts_agents/core/decomposition/mstl.py
ts_agents/core/decomposition/stl.py
ts_agents/core/forecasting/__init__.py
ts_agents/core/forecasting/statistical.py
ts_agents/core/patterns/__init__.py
ts_agents/core/patterns/matrix_profile.py
ts_agents/core/patterns/peaks.py
ts_agents/core/patterns/recurrence.py
ts_agents/core/patterns/segmentation.py
ts_agents/core/spectral/__init__.py
ts_agents/core/spectral/coherence.py
ts_agents/core/spectral/psd.py
ts_agents/core/statistics/__init__.py
ts_agents/core/statistics/descriptive.py
ts_agents/core/windowing/__init__.py
ts_agents/core/windowing/selection.py
ts_agents/evals/__init__.py
ts_agents/evals/refactor_benchmark.py
ts_agents/persistence/__init__.py
ts_agents/persistence/experiment_log.py
ts_agents/persistence/results_cache.py
ts_agents/persistence/session_store.py
ts_agents/resources/__init__.py
ts_agents/resources/data/README.md
ts_agents/resources/data/demo_labeled_stream.csv
ts_agents/resources/data/m4_monthly_mini.csv
ts_agents/resources/data/make_synthetic_labeled_stream.py
ts_agents/resources/data/short_real.csv
ts_agents/resources/demo/README.md
ts_agents/resources/demo/demo.tape
ts_agents/resources/demo/demo_forecasting.tape
ts_agents/resources/demo/demo_wisdm.tape
ts_agents/resources/demo/plot_confusion_matrix.py
ts_agents/resources/demo/plot_window_selection.py
ts_agents/resources/demo/report_template.md
ts_agents/resources/demo/assets/demo.gif
ts_agents/resources/skills/README.md
ts_agents/resources/skills/activity-recognition/SKILL.md
ts_agents/resources/skills/classification/SKILL.md
ts_agents/resources/skills/decomposition/SKILL.md
ts_agents/resources/skills/diagnostics/SKILL.md
ts_agents/resources/skills/forecasting/SKILL-pro.md
ts_agents/resources/skills/forecasting/SKILL.md
ts_agents/resources/skills/report-generation/SKILL.md
ts_agents/sandbox/__init__.py
ts_agents/sandbox/modal_app.py
ts_agents/sandbox/runner.py
ts_agents/tools/__init__.py
ts_agents/tools/agent_tools.py
ts_agents/tools/artifact_staging.py
ts_agents/tools/bundles.py
ts_agents/tools/executor.py
ts_agents/tools/registry.py
ts_agents/tools/results.py
ts_agents/tools/wrappers.py
ts_agents/ui/__init__.py
ts_agents/ui/entrypoint.py
ts_agents/ui/gradio_app.py
ts_agents/ui/state.py
ts_agents/ui/components/__init__.py
ts_agents/ui/components/chat.py
ts_agents/ui/components/classification.py
ts_agents/ui/components/comparison.py
ts_agents/ui/components/decomposition.py
ts_agents/ui/components/forecasting.py
ts_agents/ui/components/patterns.py
ts_agents/workflows/__init__.py
ts_agents/workflows/activity.py
ts_agents/workflows/common.py
ts_agents/workflows/executor.py
ts_agents/workflows/forecast.py
ts_agents/workflows/inspect.py
ts_agents/workflows/lifecycle.py