@saehrimnir/druidjs / ParametersUMAP
Interface: ParametersUMAP
Defined in: dimred/index.js:149
Properties
| Property | Type | Description | Defined in |
|---|---|---|---|
_initial_alpha? | number | The initial learning rate for the optimization. | dimred/index.js:160 |
_n_epochs? | number | The number of training epochs. | dimred/index.js:159 |
_negative_sample_rate? | number | The number of negative samples per positive sample. | dimred/index.js:158 |
_repulsion_strength? | number | Weighting applied to negative samples. | dimred/index.js:157 |
_set_op_mix_ratio? | number | Interpolate between union and intersection. | dimred/index.js:156 |
_spread? | number | The effective scale of embedded points. | dimred/index.js:155 |
d? | number | the dimensionality of the projection. | dimred/index.js:153 |
local_connectivity? | number | number of nearest neighbors connected in the local neighborhood. | dimred/index.js:151 |
metric? | Metric | "precomputed" | the metric which defines the distance between two points in the high-dimensional space. | dimred/index.js:154 |
min_dist? | number | controls how tightly points get packed together. | dimred/index.js:152 |
n_neighbors? | number | size of the local neighborhood. | dimred/index.js:150 |
seed? | number | the seed for the random number generator. | dimred/index.js:161 |