gps2gtfs
gps2gtfs spent a release making its docs stop describing functions it does not have.
Comparison · Analytics
glydet vs glyenzy
A side-by-side editorial comparison of glydet and glyenzy — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:glycomics
glydet vs glyenzy: at a glance
What is glydet?
glydet is rebuilding its glycan trait vocabulary on top of someone else's container.
glydet derives glycan-derived traits from glycomics and glycoproteomics data. The 0.12.x line spent its releases absorbing glyexp's container migration: derive_traits(), quantify_motifs(), and add_meta_properties() now accept GlycomicSE and GlycoproteomicSE natively, with the legacy experiment() path kept only for backward-compatible return types. The substantive feature work sits one release back in 0.11.0, which added sialic acid linkage traits and three published trait sets.
What is glyenzy?
Glycan biosynthesis as a traceable enzyme graph, now including sulfation and gaps it can bridge.
glyenzy infers which enzymes could have produced a glycan and traces biosynthetic routes to it, backed by curated per-enzyme rules for human glycosyltransferases and, since 0.7.0, twelve sulfotransferases. Biosynthesis functions return typed network objects that keep their igraph interface while supporting layered DAG plots with glycan nodes and labelled enzyme edges. Where no concrete enzyme covers a step, bounded virtual transitions bridge the gap and are marked so users can see which edges are inferred rather than enzymatic.
glydet vs glyenzy: editorial side-by-side
glydet
0.0ANALYTICS
glydet is rebuilding its glycan trait vocabulary on top of someone else's container.
◆ Current state
glydet derives glycan-derived traits from glycomics and glycoproteomics data. The 0.12.x line spent its releases absorbing glyexp's container migration: derive_traits(), quantify_motifs(), and add_meta_properties() now accept GlycomicSE and GlycoproteomicSE natively, with the legacy experiment() path kept only for backward-compatible return types. The substantive feature work sits one release back in 0.11.0, which added sialic acid linkage traits and three published trait sets.
◆ Where it's heading
Two threads run in parallel here. One is infrastructure: track glyexp's Stage II migration, drop the underscore matrix interfaces, and converge on a single trait column in var_info. The other is content: keep adding named trait sets from the literature (Clerc 2018, Li 2025, Fu 2026) so users cite a set rather than hand-roll definitions. The LLM-backed explain_trait() and make_trait() helpers are becoming provider-agnostic rather than deeper.
◆ Prediction
The trait catalogue is the growth area, so expect more published trait sets added as named functions, and the deprecated basic_traits() and all_traits() aliases to be removed once the container migration settles.
glyenzy
6.3ANALYTICS
Glycan biosynthesis as a traceable enzyme graph, now including sulfation and gaps it can bridge.
◆ Current state
glyenzy infers which enzymes could have produced a glycan and traces biosynthetic routes to it, backed by curated per-enzyme rules for human glycosyltransferases and, since 0.7.0, twelve sulfotransferases. Biosynthesis functions return typed network objects that keep their igraph interface while supporting layered DAG plots with glycan nodes and labelled enzyme edges. Where no concrete enzyme covers a step, bounded virtual transitions bridge the gap and are marked so users can see which edges are inferred rather than enzymatic.
◆ Where it's heading
Two kinds of release alternate here. One is enzyme curation, a steady stream of rule corrections for the FUT, MAN1A and MGAT families and removals where an enzyme turned out to act only on glycolipids, which is the unglamorous accuracy work a rule-based inference engine lives on. The other is turning biosynthesis output into a first-class object: paths became networks, networks became typed with plotting support, and targets became a marked vertex attribute. The package moves in lockstep with its siblings, pinning glyrepr 0.13.0 and glymotif 0.17.0 as those refreshed their data and matching APIs, and the latest release already speaks glydraw 0.8.0's orientation values.
◆ Prediction
The paucimannose N-glycan support dropped in 0.7.0 is the obvious loose end, with users told to stay on 0.6.3, so a reinstated implementation is a plausible next move. Beyond that the virtual-step machinery is new enough that its heuristics, particularly the inferred step limits added in 0.8.1, should keep being tuned.
Alternatives to glydet and glyenzy
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either glydet or glyenzy.
ducksemantics
ducksemantics puts an ontology graph and ColBERT retrieval inside DuckDB, callable from R.
dvir
dvir keeps making disaster victim identification a single call instead of a workflow.
pedbuildr
pedbuildr reconstructs pedigrees from DNA, and it just got much faster at the search.
forrel
forrel is getting faster at the simulations forensic kinship work actually spends its time on.
pedFamilias
pedFamilias exists to read one legacy file format, and it has that job nearly finished.
See all glydet alternatives → · See all glyenzy alternatives →
Recent activity from glydet and glyenzy
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 14d agoglyenzyStep limits inferred from the target glycan; MGAT4 and MGAT5 rules updated
- 17d agoglyenzyBiosynthesis results become typed network objects with layered DAG plots
- 23d agoglyenzySulfotransferases become first-class, and unsupported steps can be bridged ⚡
- 1mo agoglydetDocs and vignettes move to SummarizedExperiment inputs
- 1mo agoglydetTrait functions behave consistently across both containers
- 1mo agoglydetContainer migration lands alongside batch trait creation
- 1mo agoglydetglymotif 0.17 compatibility and clearer trait wording
- 1mo agoglyenzyCompatibility with glymotif 0.17.0 and later
- 1mo agoglyenzyEnzyme data refreshed against glyrepr 0.13.0 structure data
- 1mo agoglyenzyCorrected rules for the MAN1A1, MAN1A2 and MAN1C1 mannosidases
- 3mo agoglydetSialic acid linkage traits and three published trait sets
- 4mo agoglydetVariable name standardization and vignette fixes
Frequently asked questions
What is the difference between glydet and glyenzy?
Both compete on the same themes — glycomics — within Analytics. glyenzy is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is glydet better than glyenzy?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. glyenzy is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to glydet?
Top glydet alternatives in Analytics are ranked by recent ship velocity. Browse the "glydet alternatives" section above for the current picks, or visit /alternatives/glydet for the full list with editorial commentary on each.
What are the best alternatives to glyenzy?
Top glyenzy alternatives in Analytics are ranked by recent ship velocity. Browse the "glyenzy alternatives" section above for the current picks, or visit /alternatives/glyenzy for the full list with editorial commentary on each.