{"package":"fairadapt","ecosystem":"cran","latest_version":"1.0.0","description":"Fair Data Adaptation with Quantile Preservation. An implementation of the fair data adaptation with quantile preservation described in Plecko & Meinshausen (JMLR 2020, 21(242), 1-44). The adaptation procedure uses the specified causal graph to pre-process the given training and testing data in such a way to remove the bias caused by the protected ","license":"GPL (>= 3)","license_risk":"unknown","commercial_use_notes":"verify manually — license not parseable / not declared.","homepage":"https://github.com/dplecko/fairadapt","repository":"https://github.com/dplecko/fairadapt","downloads_weekly":73,"health":{"score":33,"risk":"critical","breakdown":{"maintenance":0,"popularity":0,"security":25,"maturity":6,"community":2},"deprecated":false,"max_score":100},"vulnerabilities":{"count":0,"critical":0,"high":0,"medium":0,"low":0,"details":[]},"versions":{"latest":"1.0.0","total_count":0,"recent":[]},"metadata":{"deprecated":false,"deprecated_message":null,"maintainers_count":1,"first_published":"2024-09-06 13:00:58","last_published":"2024-09-06T11:50:08+00:00","dependencies_count":8,"dependencies":["ranger","assertthat","quantreg","qrnn","igraph","ggplot2","cowplot","scales"]},"bundle":null,"typescript":null,"known_issues":{"bugs_count":0,"bugs_severity":{},"status_breakdown":{},"link":null,"scope":"none"},"historical_compromise":null,"recommendation":{"action":"use_with_caution","issues":["Low health score (33/100)"],"use_version":"1.0.0","version_hint":null,"summary":"fairadapt@1.0.0 low health (33/100) — consider alternatives"},"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}}