{"package":"beastsim","ecosystem":"pypi","latest_version":"0.1.5","description":"BEASTsim (BEnchmarking and Analysis of Spatial Transcriptomics simulations) is an advanced benchmarking framework designed to assess the performance of various simulation techniques used in spatial transcriptomics. This tool provides standardized testing and evaluation metrics, enabling researchers to compare different spatial transcriptomics simulators and provides tools for analysis of such spatial data.","license":"Apache-2.0","license_risk":"permissive","commercial_use_notes":"Permissive: commercial closed-source use OK; preserve the copyright notice.","homepage":"https://pypi.org/project/beastsim/","repository":"","downloads_weekly":9,"health":{"score":45,"risk":"high","breakdown":{"maintenance":15,"popularity":0,"security":25,"maturity":3,"community":2},"deprecated":false,"max_score":100},"vulnerabilities":{"count":0,"critical":0,"high":0,"medium":0,"low":0,"details":[]},"versions":{"latest":"0.1.5","total_count":5,"recent":["0.1.0","0.1.1","0.1.3","0.1.4","0.1.5"]},"metadata":{"deprecated":false,"deprecated_message":null,"maintainers_count":1,"first_published":null,"last_published":"2026-01-26T16:39:13.094838Z","dependencies_count":183,"dependencies":["absl-py==2.1.0","aiohappyeyeballs==2.4.4","aiohttp==3.11.11","aiosignal==1.3.2","anndata==0.10.8","anyio==4.8.0","argon2-cffi==23.1.0","argon2-cffi-bindings==21.2.0","array_api_compat==1.10.0","arrow==1.3.0","asttokens==3.0.0","async-lru==2.0.4","async-timeout==5.0.1","attrs==25.1.0","babel==2.17.0","beautifulsoup4==4.13.3","bleach==6.2.0","cell2location==0.1.4","certifi==2025.1.31","cffi==1.17.1","charset-normalizer==3.4.1","chex==0.1.88","click==8.1.8","colorama==0.4.6","comm==0.2.2","contextlib2==21.6.0","contourpy==1.3.0","cycler==0.12.1","debugpy==1.8.12","decorator==5.1.1","defusedxml==0.7.1","docrep==0.3.2","etils==1.5.2","exceptiongroup==1.2.2","executing==2.2.0","fastjsonschema==2.21.1","filelock==3.17.0","flax==0.8.5","fonttools==4.55.3","fqdn==1.5.1","frozenlist==1.5.0","fsspec==2025.2.0","get-annotations==0.1.2","h11==0.14.0","h5py==3.12.1","httpcore==1.0.7","httpx==0.28.1","humanize==4.11.0","idna==3.10","importlib_metadata==8.6.1","importlib_resources==6.5.2","ipykernel==6.29.5","ipython==8.18.1","isoduration==20.11.0","jax==0.4.29","jaxlib==0.4.29","jedi==0.19.2","Jinja2==3.1.5","joblib==1.4.2","json5==0.10.0","jsonpointer==3.0.0","jsonschema==4.23.0","jsonschema-specifications==2024.10.1","jupyter-events==0.12.0","jupyter-lsp==2.2.5","jupyter_client==8.6.3","jupyter_core==5.7.2","jupyter_server==2.15.0","jupyter_server_terminals==0.5.3","jupyterlab==4.3.5","jupyterlab_pygments==0.3.0","jupyterlab_server==2.27.3","kaleido==0.1.0.a3","kiwisolver==1.4.7","ks==0.1","legacy-api-wrap==1.4.1","lightning==2.5.0.post0","lightning-utilities==0.12.0","llvmlite==0.43.0","markdown-it-py==3.0.0","MarkupSafe==3.0.2","matplotlib==3.9.4","matplotlib-inline==0.1.7","mdurl==0.1.2","memory-profiler==0.61.0","mistune==3.1.1","ml-collections==0.1.1","ml_dtypes==0.5.1","mpmath==1.3.0","msgpack==1.1.0","mudata==0.2.4","multidict==6.1.0","multipledispatch==1.0.0","NaiveDE==1.2.0","natsort==8.4.0","nbclient==0.10.2","nbconvert==7.16.6","nbformat==5.10.4","nest-asyncio==1.6.0","networkx==3.2.1","notebook==7.3.2","notebook_shim==0.2.4","numba==0.60.0","numpy==1.26.4","numpyro==0.16.1","opencv-python==4.11.0.86","opt_einsum==3.4.0","optax==0.2.4","orbax-checkpoint==0.6.4","overrides==7.7.0","packaging==24.2","pandas==2.2.3","pandocfilters==1.5.1","parso==0.8.4","patsy==1.0.1","pillow==11.1.0","platformdirs==4.3.6","plotly==5.24.1","prometheus_client==0.21.1","prompt_toolkit==3.0.50","propcache==0.2.1","protobuf==5.29.3","psutil==6.1.1","pure_eval==0.2.3","pycparser==2.22","Pygments==2.19.1","pynndescent==0.5.13","pyparsing==3.2.1","pyro-api==0.1.2","pyro-ppl==1.9.1","python-dateutil==2.9.0.post0","python-json-logger==3.2.1","pytorch-lightning==2.5.0.post0","pytz==2024.2","PyYAML==6.0.2","pyzmq==26.2.1","referencing==0.36.2","requests==2.32.3","rfc3339-validator==0.1.4","rfc3986-validator==0.1.1","rich==13.9.4","rpds-py==0.22.3","scanpy==1.10.3","scikit-learn==1.6.1","scipy==1.10.0","scvi-tools==1.1.6.post2","seaborn==0.13.2","Send2Trash==1.8.3","session-info==1.0.0","six==1.17.0","sniffio==1.3.1","soupsieve==2.6","SpatialDE==1.1.3","stack-data==0.6.3","statsmodels==0.14.4","stdlib-list==0.11.0","sympy==1.13.1","tangram==0.7.0","tenacity==9.0.0","tensorstore==0.1.69","terminado==0.18.1","threadpoolctl==3.5.0","tinycss2==1.4.0","tomli==2.2.1","toolz==1.0.0","torch==2.6.0","torchmetrics==1.6.1","tornado==6.4.2","tqdm==4.67.1","traitlets==5.14.3","types-python-dateutil==2.9.0.20241206","typing_extensions==4.12.2","tzdata==2024.2","tzlocal==5.2","umap-learn==0.5.7","uri-template==1.3.0","urllib3==2.3.0","wcwidth==0.2.13","webcolors==24.11.1","webencodings==0.5.1","websocket-client==1.8.0","yarl==1.18.3","zipp==3.21.0"]},"github_stats":null,"bundle":null,"typescript":null,"known_issues":{"bugs_count":0,"bugs_severity":{},"status_breakdown":{},"link":null,"scope":"none"},"historical_compromise":null,"recommendation":{"action":"safe_to_use","issues":[],"use_version":"0.1.5","version_hint":null,"summary":"beastsim@0.1.5 is safe to use (health: 45/100)"},"version_scoped":null,"requested_version":null,"_cache":"hit","_response_ms":0,"_powered_by":"depscope.dev — free package intelligence for AI agents","typosquat":{"is_suspected":false},"maintainer_trust":{"available":false},"malicious":{"is_malicious":false},"scorecard":{"available":false},"quality":{"available":false},"version_history_summary":{"total_versions":5,"first_release_age_days":null,"last_release_days_ago":92,"avg_days_between_releases":null,"release_velocity":"moderate"}}