chore(ci): added missing hrefs in changelogs & added specs to benchmarks

[PyDataBlog]

---

name: Pull Request
about: Propose a change to the project
title: 'chore(ci): adding missing hrefs in changelogs'
labels: ''
assignees: ''

---

Description

This update adds the missing hrefs in changelog file and improves transparency of benchmarks by adding the specs sheet.

Fixes (#36)

Type of change

• fix(ci): added missing hrefs in changelogs
• chore(benchmarks): added specs to benchmarks
• chore(templates): improved PR template

How Has This Been Tested?
git-cliff with the updated configuration fixes the current missing links issue

• git-cliff --output CHANGELOG.md

Checklist:

• My code follows the style guidelines of this project
• I have performed a self-review of my own code
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation
• My changes generate no new warnings
• I have added tests that prove my fix is effective or that my feature works
• New and existing unit tests pass locally with my changes
• Any dependent changes have been merged and published in downstream modules

[github-actions]

Benchmark Results

This file is automatically generated by the CI. Do not edit manually.

System Specifications

• OS: Linux 6.11.0-1018-azure
• Architecture: x86_64
• CPU Model: x86_64
• CPU Cores: 4 logical, 2 physical
• Memory: 15.62 GB

Insert Benchmark

language	backend	ngram_size	mean	stddev	iterations
julia	SimString.jl	2	81.403	21.2312	100
julia	SimString.jl	3	98.3773	22.0316	100
julia	SimString.jl	4	112.917	27.1114	100
python	simstring-fast	2	87.3171	2.74396	100
python	simstring-fast	3	101.814	2.60148	100
python	simstring-fast	4	111.481	3.14218	100
python	simstring-rust (python bindings)	2	42.45	0.501461	100
python	simstring-rust (python bindings)	3	50.7761	1.84202	100
python	simstring-rust (python bindings)	4	52.6731	1.46688	100
ruby	simstring-pure	2	651.931	11.8332	31
ruby	simstring-pure	3	731.759	16.5451	28
ruby	simstring-pure	4	821.679	18.776	25
rust	simstring-rust (native)	2	40.2808	1.01078	100
rust	simstring-rust (native)	3	46.2749	0.891876	100
rust	simstring-rust (native)	4	48.2649	1.0072	100

Search Benchmark

language	backend	ngram_size	threshold	mean	stddev	iterations
julia	SimString.jl	2	0.6	358.518	3.94394	56
julia	SimString.jl	2	0.7	230.54	4.85035	87
julia	SimString.jl	2	0.8	125.863	2.98475	100
julia	SimString.jl	3	0.6	296.022	4.50396	68
julia	SimString.jl	3	0.7	197.425	4.08163	100
julia	SimString.jl	3	0.8	115.973	3.09424	100
julia	SimString.jl	4	0.6	269.994	3.64009	75
julia	SimString.jl	4	0.7	183.524	2.99964	100
julia	SimString.jl	4	0.8	108.731	2.5859	100
python	simstring-fast	2	0.6	103.712	2.43126	100
python	simstring-fast	2	0.7	48.302	1.67923	100
python	simstring-fast	2	0.8	20.3912	0.381493	100
python	simstring-fast	2	0.9	8.79719	0.0593761	100
python	simstring-fast	3	0.6	80.3895	3.75045	100
python	simstring-fast	3	0.7	35.3726	1.30924	100
python	simstring-fast	3	0.8	17.0327	0.450826	100
python	simstring-fast	3	0.9	8.879	0.142434	100
python	simstring-fast	4	0.6	67.9438	4.4403	100
python	simstring-fast	4	0.7	33.1424	1.20588	100
python	simstring-fast	4	0.8	17.236	0.947405	100
python	simstring-fast	4	0.9	9.16559	0.0981335	100
python	simstring-rust (python bindings)	2	0.6	23.781	1.83612	100
python	simstring-rust (python bindings)	2	0.7	15.1458	0.890119	100
python	simstring-rust (python bindings)	2	0.8	9.32801	0.584202	100
python	simstring-rust (python bindings)	2	0.9	5.61185	0.284548	100
python	simstring-rust (python bindings)	3	0.6	22.7864	1.09804	100
python	simstring-rust (python bindings)	3	0.7	15.721	0.682771	100
python	simstring-rust (python bindings)	3	0.8	10.2271	0.639221	100
python	simstring-rust (python bindings)	3	0.9	6.28961	0.343751	100
python	simstring-rust (python bindings)	4	0.6	23.9544	1.49439	100
python	simstring-rust (python bindings)	4	0.7	17.454	0.925741	100
python	simstring-rust (python bindings)	4	0.8	11.3402	0.673865	100
python	simstring-rust (python bindings)	4	0.9	6.89588	0.321651	100
ruby	simstring-pure	2	0.6	802.431	5.51151	25
ruby	simstring-pure	2	0.7	395.56	5.00721	51
ruby	simstring-pure	2	0.8	181.1	2.15471	100
ruby	simstring-pure	3	0.6	632.296	6.11956	32
ruby	simstring-pure	3	0.7	312.536	3.40309	64
ruby	simstring-pure	3	0.8	161.895	2.6647	100
ruby	simstring-pure	4	0.6	568.533	7.4887	36
ruby	simstring-pure	4	0.7	308.579	3.26197	65
ruby	simstring-pure	4	0.8	164.785	2.16672	100
rust	simstring-rust (native)	2	0.6	26.2747	0.324772	100
rust	simstring-rust (native)	2	0.7	16.2982	0.387993	100
rust	simstring-rust (native)	2	0.8	9.22323	0.0823833	100
rust	simstring-rust (native)	2	0.9	4.89198	0.0512901	100
rust	simstring-rust (native)	3	0.6	25.8555	0.248462	100
rust	simstring-rust (native)	3	0.7	17.8861	0.985881	100
rust	simstring-rust (native)	3	0.8	10.5179	0.298429	100
rust	simstring-rust (native)	3	0.9	5.61044	0.294787	100
rust	simstring-rust (native)	4	0.6	27.5363	0.893559	100
rust	simstring-rust (native)	4	0.7	20.121	0.879538	100
rust	simstring-rust (native)	4	0.8	11.9932	0.239289	100
rust	simstring-rust (native)	4	0.9	6.36558	0.252302	100