UNPKG

@thi.ng/tensors

Version:

1D/2D/3D/4D tensors with extensible polymorphic operations and customizable storage

thi.ng/tensors

thi-ng/umbrella

138 lines (96 loc) • 7.23 kB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
# Change Log - **Last updated**: 2025-08-04T09:13:01Z - **Generator**: [thi.ng/monopub](https://thi.ng/monopub) All notable changes to this project will be documented in this file. Only versions published since **2022-01-01** are listed here. Please consult the Git history for older version information. See [Conventional Commits](https://conventionalcommits.org/) for commit guidelines. **Note:** Unlisted _patch_ versions only involve non-code or otherwise excluded changes and/or version bumps of transitive dependencies. ## [0.8.0](https://github.com/thi-ng/umbrella/tree/@thi.ng/tensors@0.8.0) (2025-07-10) #### 🚀 Features - add `step()`/`smoothStep()` variations ([b433462](https://github.com/thi-ng/umbrella/commit/b433462)) - add ITensor.crop() ([77e294d](https://github.com/thi-ng/umbrella/commit/77e294d)) ## [0.7.0](https://github.com/thi-ng/umbrella/tree/@thi.ng/tensors@0.7.0) (2025-07-09) #### 🚀 Features - add `integrate()` tensor op ([fe39a4a](https://github.com/thi-ng/umbrella/commit/fe39a4a)) - add `TensorLike` and `asTensor()` ([f76d9a6](https://github.com/thi-ng/umbrella/commit/f76d9a6)) #### ♻️ Refactoring - migrate `asTensor()` to convert.ts ([fcb83c5](https://github.com/thi-ng/umbrella/commit/fcb83c5)) ## [0.6.0](https://github.com/thi-ng/umbrella/tree/@thi.ng/tensors@0.6.0) (2025-06-05) #### 🚀 Features - update defOpRT()/defOpRTT() ([8099abc](https://github.com/thi-ng/umbrella/commit/8099abc)) - add optional `complete` fn to produce/transform final result (reducer like) - add mean() tensor op ([2f15d21](https://github.com/thi-ng/umbrella/commit/2f15d21)) ## [0.5.0](https://github.com/thi-ng/umbrella/tree/@thi.ng/tensors@0.5.0) (2025-05-28) #### 🚀 Features - add convolve() (1D/2D/3D versions) ([bc9a6eb](https://github.com/thi-ng/umbrella/commit/bc9a6eb)) - add `constant()`, refactor `ones()` ([8cdd68c](https://github.com/thi-ng/umbrella/commit/8cdd68c)) - add convolution kernel presets ([e553f06](https://github.com/thi-ng/umbrella/commit/e553f06)) - add 1D/2D/3D sobel kernels - add 2D box blur - add 2D gaussian blur - add/update/rename convolution kernels ([025c7ba](https://github.com/thi-ng/umbrella/commit/025c7ba)) - add `applyKernel()`, add/update kernel presets ([b8c2a7a](https://github.com/thi-ng/umbrella/commit/b8c2a7a)) - add `fromFloatBuffer()` conversion ([d78a0d3](https://github.com/thi-ng/umbrella/commit/d78a0d3)) ## [0.4.0](https://github.com/thi-ng/umbrella/tree/@thi.ng/tensors@0.4.0) (2025-05-12) #### 🚀 Features - add release() handling for tensors ([da06312](https://github.com/thi-ng/umbrella/commit/da06312)) - add data type support for range() options ([90d02bc](https://github.com/thi-ng/umbrella/commit/90d02bc)) ## [0.3.0](https://github.com/thi-ng/umbrella/tree/@thi.ng/tensors@0.3.0) (2025-05-08) #### 🚀 Features - add swap(), update defOpRT/TT() fns ([5d2dd2a](https://github.com/thi-ng/umbrella/commit/5d2dd2a)) - add range() tensor factory ([a8a6365](https://github.com/thi-ng/umbrella/commit/a8a6365)) - add ITensor.position() & impls ([595764d](https://github.com/thi-ng/umbrella/commit/595764d)) - add filteredIndices() & presets ([edd8983](https://github.com/thi-ng/umbrella/commit/edd8983)) - add nonZeroIndices() - add negativeIndices(), positiveIndices() #### 🩹 Bug fixes - update ITensor.broadcast() return type ([f7b2e7a](https://github.com/thi-ng/umbrella/commit/f7b2e7a)) #### ♻️ Refactoring - update range() impl (w/o dependencies) ([ce89d71](https://github.com/thi-ng/umbrella/commit/ce89d71)) ## [0.2.0](https://github.com/thi-ng/umbrella/tree/@thi.ng/tensors@0.2.0) (2025-05-02) #### 🚀 Features - add `zeroes()`/`ones()` ([eb6f82d](https://github.com/thi-ng/umbrella/commit/eb6f82d)) - add singular value decomp `svd()` ([8902157](https://github.com/thi-ng/umbrella/commit/8902157)) - add `diagonal()` and `trace()` fns ([47a0e73](https://github.com/thi-ng/umbrella/commit/47a0e73)) - add broadcast(), add ITensor.broadcast() ([b9b2dfc](https://github.com/thi-ng/umbrella/commit/b9b2dfc)) - update all tensor ops & op generators ([47b3e4e](https://github.com/thi-ng/umbrella/commit/47b3e4e)) - add broadcasting support where possible - update all `defOpXXX` HOF generators - replace & remove various `TensorOpXXX` function types - update all tensor ops, only keep one version per op - update doc strings #### 🩹 Bug fixes - add missing `randDistrib4()` ([eb2ded2](https://github.com/thi-ng/umbrella/commit/eb2ded2)) #### ♻️ Refactoring - update internal local var handling in various tensor ops ([c02c2a6](https://github.com/thi-ng/umbrella/commit/c02c2a6)) - internal updates dot(), identity(), select() ([c0ed334](https://github.com/thi-ng/umbrella/commit/c0ed334)) - update top() return type ([dcab223](https://github.com/thi-ng/umbrella/commit/dcab223)) ## [0.1.0](https://github.com/thi-ng/umbrella/tree/@thi.ng/tensors@0.1.0) (2025-04-30) #### 🚀 Features - initial import (old code, needs update) ([dc4f2b4](https://github.com/thi-ng/umbrella/commit/dc4f2b4)) - major updates & refactoring/cleanup ([49249a9](https://github.com/thi-ng/umbrella/commit/49249a9)) - update & restructure defOpXX() fns ([a96ecf8](https://github.com/thi-ng/umbrella/commit/a96ecf8)) - update TensorOpts and tensor factory fn, add docs ([21b8d48](https://github.com/thi-ng/umbrella/commit/21b8d48)) - update/replace tensor op generators, add op types ([2a00949](https://github.com/thi-ng/umbrella/commit/2a00949)) - add first set of common math ops ([00c02c1](https://github.com/thi-ng/umbrella/commit/00c02c1)) - add matrix-vector multiply, add custom error type ([a005276](https://github.com/thi-ng/umbrella/commit/a005276)) - add `identity()` factory fn ([1f2e914](https://github.com/thi-ng/umbrella/commit/1f2e914)) - add defOpRT(), add product/sum reducers ([19b6a9a](https://github.com/thi-ng/umbrella/commit/19b6a9a)) - add exp, log, softMax ops, update pkg exports ([465b0d2](https://github.com/thi-ng/umbrella/commit/465b0d2)) - add various math ops ([9e385ad](https://github.com/thi-ng/umbrella/commit/9e385ad)) - add/update various math ops, types, op factories ([a64468e](https://github.com/thi-ng/umbrella/commit/a64468e)) - add select(), argMin, argMax() fns ([fa508e1](https://github.com/thi-ng/umbrella/commit/fa508e1)) - add `print()` helper ([6c2e347](https://github.com/thi-ng/umbrella/commit/6c2e347)) - rename existing fn => `debug()` - add softPlus() op ([1d85630](https://github.com/thi-ng/umbrella/commit/1d85630)) - add 4D tensor support & ops ([e3c9a0f](https://github.com/thi-ng/umbrella/commit/e3c9a0f)) - add exp2(), log2() ops ([18544a4](https://github.com/thi-ng/umbrella/commit/18544a4)) - update tensor(), add tensorFromArray(), add types/generics ([204734d](https://github.com/thi-ng/umbrella/commit/204734d)) #### 🩹 Bug fixes - fix tensor scalar ops ([a26309d](https://github.com/thi-ng/umbrella/commit/a26309d)) #### ♻️ Refactoring - minor update mulM() ([8bec8d1](https://github.com/thi-ng/umbrella/commit/8bec8d1)) - deduplicate tensor impls ([5fac485](https://github.com/thi-ng/umbrella/commit/5fac485)) - minor internal update arg types ([be56f5a](https://github.com/thi-ng/umbrella/commit/be56f5a))