optimizer 1.0.0

Bayesian and population-based optimization library with an Optuna-like API for hyperparameter tuning and black-box optimization
Documentation 
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

# git-cliff configuration
# https://git-cliff.org/docs/configuration

[changelog]
# changelog header
header = """
# Changelog

All notable changes to this project will be documented in this file.

The format is based on [Keep a Changelog](https://keepachangelog.com/en/1.1.0/),
and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0.html).\n
"""
# template for the changelog body
# https://keats.github.io/tera/docs/#introduction
body = """
{%- macro remote_url() -%}
  https://github.com/raimannma/rust-optimizer
{%- endmacro -%}

{% if version -%}
    ## [{{ version | trim_start_matches(pat="v") }}] - {{ timestamp | date(format="%Y-%m-%d") }}
{% else -%}
    ## [Unreleased]
{% endif -%}

{% for group, commits in commits | group_by(attribute="group") %}
    ### {{ group | striptags | trim }}
    {% for commit in commits %}
        - {{ commit.message | split(pat="\n") | first | trim }}\
          {%- if commit.breaking %} (**BREAKING**){% endif -%}
    {% endfor %}
{% endfor %}
"""
# template for the changelog footer
footer = """
{%- macro remote_url() -%}
  https://github.com/raimannma/rust-optimizer
{%- endmacro -%}

{% for release in releases -%}
    {% if release.version -%}
        {% if release.previous.version -%}
            [{{ release.version | trim_start_matches(pat="v") }}]: \
                {{ self::remote_url() }}/compare/{{ release.previous.version }}...{{ release.version }}
        {% else -%}
            [{{ release.version | trim_start_matches(pat="v") }}]: \
                {{ self::remote_url() }}/releases/tag/{{ release.version }}
        {% endif -%}
    {% else -%}
        {% if release.previous.version -%}
            [Unreleased]: {{ self::remote_url() }}/compare/{{ release.previous.version }}...HEAD
        {% endif -%}
    {% endif -%}
{% endfor %}
"""
# remove the leading and trailing whitespace from the templates
trim = true

[git]
# parse the commits based on https://www.conventionalcommits.org
conventional_commits = true
# filter out the commits that are not conventional
filter_unconventional = false
# process each line of a commit as an individual commit
split_commits = false
# regex for preprocessing the commit messages
commit_preprocessors = [
    { pattern = '\((\w+\s)?#([0-9]+)\)', replace = "([#${2}](https://github.com/raimannma/rust-optimizer/issues/${2}))" },
]
# regex for parsing and grouping commits
commit_parsers = [
    { message = "^feat", group = "Added" },
    { message = "^fix", group = "Fixed" },
    { message = "^refactor", group = "Changed" },
    { message = "^perf", group = "Changed" },
    { message = "^doc", group = "Changed" },
    { message = "^style", group = "Changed" },
    { message = "^ci", skip = true },
    { message = "^chore\\(release\\)", skip = true },
    { message = "^chore: release", skip = true },
    { message = "^chore", group = "Changed" },
    { message = "^revert", group = "Removed" },
    { body = ".*security", group = "Security" },
]
# protect breaking changes from being skipped due to matching a skipping commit_parser
protect_breaking_commits = true
# filter out the commits that are not matched by commit parsers
filter_commits = true
# regex for matching git tags
tag_pattern = "v[0-9].*"
# regex for skipping tags
skip_tags = ""
# regex for ignoring tags
ignore_tags = ""
# sort the tags topologically
topo_order = false
# sort the commits inside sections by oldest first
sort_commits = "oldest"