repo_full_name stringlengths 6 93 | repo_url stringlengths 25 112 | repo_api_url stringclasses 28
values | owner stringclasses 28
values | repo_name stringclasses 28
values | description stringclasses 28
values | stars int64 617 98.8k | forks int64 31 355 ⌀ | watchers int64 990 999 ⌀ | license stringclasses 2
values | default_branch stringclasses 2
values | repo_created_at timestamp[s]date 2012-07-24 23:12:50 2025-06-16 08:07:28 ⌀ | repo_updated_at timestamp[s]date 2026-02-23 15:23:15 2026-05-03 18:52:12 ⌀ | repo_topics listlengths 0 13 ⌀ | repo_languages unknown | is_fork bool 1
class | open_issues int64 3 104 ⌀ | file_path stringlengths 3 208 | file_name stringclasses 509
values | file_extension stringclasses 1
value | file_size_bytes int64 101 84k ⌀ | file_url stringclasses 627
values | file_raw_url stringclasses 627
values | file_sha stringclasses 624
values | language stringclasses 8
values | parsed_at stringdate 2026-05-04 01:12:36 2026-05-04 19:41:55 | text stringlengths 100 102k |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
pdm-project/pdm | https://github.com/pdm-project/pdm | null | null | null | null | 8,608 | null | null | mit | null | null | null | null | null | null | null | src/pdm/cli/commands/venv/backends.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:20.808805 | from __future__ import annotations
import abc
import os
import shutil
import subprocess
import sys
from functools import cached_property
from pathlib import Path
from typing import TYPE_CHECKING, Any
from pdm import termui
from pdm.cli.commands.venv.utils import get_venv_prefix
from pdm.exceptions import PdmUsageErro... |
pdm-project/pdm | https://github.com/pdm-project/pdm | null | null | null | null | 8,608 | null | null | mit | null | null | null | null | null | null | null | src/pdm/cli/commands/update.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:20.809460 | from __future__ import annotations
import argparse
from collections import defaultdict
from typing import TYPE_CHECKING
from pdm.cli.commands.base import BaseCommand
from pdm.cli.filters import GroupSelection
from pdm.cli.hooks import HookManager
from pdm.cli.options import (
frozen_lockfile_option,
groups_gr... |
pdm-project/pdm | https://github.com/pdm-project/pdm | null | null | null | null | 8,608 | null | null | mit | null | null | null | null | null | null | null | src/pdm/cli/commands/venv/activate.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:20.836588 | from __future__ import annotations
import platform
import shlex
from pathlib import Path
from typing import TYPE_CHECKING
import shellingham
from pdm.cli.commands.base import BaseCommand
from pdm.cli.commands.venv.utils import get_venv_with_name
from pdm.cli.options import verbose_option
from pdm.models.venv import ... |
pdm-project/pdm | https://github.com/pdm-project/pdm | null | null | null | null | 8,608 | null | null | mit | null | null | null | null | null | null | null | src/pdm/cli/commands/venv/create.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:20.837355 | from __future__ import annotations
import argparse
from typing import TYPE_CHECKING
from pdm.cli.commands.base import BaseCommand
from pdm.cli.commands.venv.backends import BACKENDS
from pdm.cli.options import verbose_option
if TYPE_CHECKING:
from argparse import ArgumentParser, Namespace
from pdm.project i... |
pdm-project/pdm | https://github.com/pdm-project/pdm | null | null | null | null | 8,608 | null | null | mit | null | null | null | null | null | null | null | src/pdm/cli/commands/use.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:20.866353 | from __future__ import annotations
import argparse
from pdm import termui
from pdm.cli.commands.base import BaseCommand
from pdm.cli.hooks import HookManager
from pdm.cli.options import skip_option
from pdm.exceptions import NoPythonVersion
from pdm.models.caches import JSONFileCache
from pdm.models.python import Pyt... |
pdm-project/pdm | https://github.com/pdm-project/pdm | null | null | null | null | 8,608 | null | null | mit | null | null | null | null | null | null | null | src/pdm/cli/commands/venv/purge.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:20.948715 | from __future__ import annotations
import shutil
from pathlib import Path
from typing import TYPE_CHECKING
from pdm import termui
from pdm.cli.commands.base import BaseCommand
from pdm.cli.commands.venv.utils import iter_central_venvs
from pdm.cli.options import verbose_option
if TYPE_CHECKING:
from argparse imp... |
pdm-project/pdm | https://github.com/pdm-project/pdm | null | null | null | null | 8,608 | null | null | mit | null | null | null | null | null | null | null | src/pdm/cli/commands/venv/remove.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:21.153133 | from __future__ import annotations
import shutil
from pathlib import Path
from typing import TYPE_CHECKING
from pdm import termui
from pdm.cli.commands.base import BaseCommand
from pdm.cli.commands.venv.utils import get_venv_with_name
from pdm.cli.options import verbose_option
if TYPE_CHECKING:
from argparse imp... |
pdm-project/pdm | https://github.com/pdm-project/pdm | null | null | null | null | 8,608 | null | null | mit | null | null | null | null | null | null | null | src/pdm/cli/commands/venv/utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:21.265315 | from __future__ import annotations
import base64
import hashlib
from pathlib import Path
from typing import TYPE_CHECKING
from findpython import BaseProvider, PythonVersion
from pdm.exceptions import PdmUsageError
from pdm.models.venv import VirtualEnv
if TYPE_CHECKING:
import sys
from collections.abc impor... |
Johnserf-Seed/TikTokDownload | https://github.com/Johnserf-Seed/TikTokDownload | null | null | null | null | 8,596 | null | null | mit | null | null | null | null | null | null | null | GUI/resource.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:24.073877 | # -*- coding: utf-8 -*-
# Resource object code
#
# Created by: The Resource Compiler for PyQt5 (Qt v5.15.2)
#
# WARNING! All changes made in this file will be lost!
from PyQt5 import QtCore
qt_resource_data = b"\
\x00\x00\x22\x3e\
\x3c\
\x3f\x78\x6d\x6c\x20\x76\x65\x72\x73\x69\x6f\x6e\x3d\x22\x31\x2e\
\x30\x22\x20\x... |
Johnserf-Seed/TikTokDownload | https://github.com/Johnserf-Seed/TikTokDownload | null | null | null | null | 8,596 | null | null | mit | null | null | null | null | null | null | null | Server/Server.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:24.074488 | #!/usr/bin/env python
# -*- encoding: utf-8 -*-
'''
@Description:Server.py
@Date :2023/02/25 17:03:32
@Author :JohnserfSeed
@version :0.0.1
@License :MIT License
@Github :https://github.com/johnserf-seed
@Mail :johnserf-seed@foxmail.com
-------------------------------------------------
Change ... |
Johnserf-Seed/TikTokDownload | https://github.com/Johnserf-Seed/TikTokDownload | null | null | null | null | 8,596 | null | null | mit | null | null | null | null | null | null | null | TikTokTool.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:24.110856 | #!/usr/bin/env python
# -*- encoding: utf-8 -*-
"""
@Description:TikTokTool.py
@Date :2022/07/29 23:19:14
@Author :JohnserfSeed
@version :1.6
@License :MIT License
@Github :https://github.com/johnserf-seed
@Mail :johnserf-seed@foxmail.com
-------------------------------------------------
Chang... |
Johnserf-Seed/TikTokDownload | https://github.com/Johnserf-Seed/TikTokDownload | null | null | null | null | 8,596 | null | null | mit | null | null | null | null | null | null | null | Server/s_v_web_id.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:24.111318 | import time
import random
def create_s_v_web_id():
e = list("0123456789ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz")
t = len(e)
n = base36_encode(int(time.time()*1000)) # Convert timestamp to base 36
r = [''] * 36
r[8] = r[13] = r[18] = r[23] = "_"
r[14] = "4"
for i in range(36... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/appdirs.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:26.934691 | # -*- coding: utf-8 -*-
# type: ignore
# Copyright (c) 2005-2010 ActiveState Software Inc.
# Copyright (c) 2013 Eddy Petrișor
'''
# This is the MIT license
Copyright (c) 2010 ActiveState Software Inc.
Permission is hereby granted, free of charge, to any person obtaining a
copy of this software and associated documen... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/cli.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:26.946180 | """jc - JSON Convert
JC cli module
"""
import io
import sys
import os
import re
from datetime import datetime, timezone
import textwrap
import shlex
import subprocess
from typing import List, Dict, Iterable, Union, Optional, TextIO
from types import ModuleType
from .lib import (
__version__, parser_info, all_parse... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/lib.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:26.949223 | """jc - JSON Convert lib module"""
import sys
import os
import re
import importlib
from typing import List, Iterable, Optional, Union, Iterator
from types import ModuleType
from .jc_types import ParserInfoType, JSONDictType
from jc import appdirs
from jc import utils
__version__ = '1.25.6'
parsers: List[str] = [
... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | doc2md.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:26.950350 | #!/usr/bin/env python3
"""
Convert parser doc string to markdown
"""
import sys
import importlib
from inspect import isfunction, signature, cleandoc
import yapf # type: ignore
ignore_lib_functions = [
'cast',
'wraps',
'lru_cache',
'namedtuple'
]
mod_path = sys.argv[1]
mod_name = mod_path.split('.')[... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/exceptions.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:26.973994 | """jc - JSON Convert exceptions"""
class ParseError(Exception):
pass
class LibraryNotInstalled(Exception):
pass
|
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/jc_types.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:26.974991 | """jc - JSON Convert lib module"""
import sys
from typing import Any, Dict, List, Tuple, Iterator, Optional, Union
CustomColorType = Dict[Any, str]
JSONDictType = Dict[str, Any]
StreamingOutputType = Iterator[Union[JSONDictType, Tuple[BaseException, str]]]
if sys.version_info >= (3, 8):
from typing import TypedD... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:26.977342 | """JC - JSON Convert
* kellyjonbrazil@gmail.com
This package converts the output of many standard unix command line tools
and file-types to dictionaries and lists of dictionaries.
## Interactive Documentation
Using `jc` in your python programs:
>>> help('jc')
>>> help('jc.lib')
>>> jc.get_help('parser_... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/cli_data.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:27.008437 | """jc - JSON Convert cli_data module"""
from typing import List, Dict
long_options_map: Dict[str, List[str]] = {
'--about': ['a', 'about jc'],
'--force-color': ['C', 'force color output (overrides -m)'],
'--debug': ['d', 'debug (double for verbose debug)'],
'--help': ['h', 'help (--help --parser_name f... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | build-completions.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:27.009843 | #!/usr/bin/env python3
# build Bash and Zsh completion scripts and add to the completions folder
from jc.shell_completions import bash_completion, zsh_completion
with open('completions/jc_bash_completion.sh', 'w') as f:
print(bash_completion(), file=f)
with open('completions/jc_zsh_completion.sh', 'w') as f:
... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/airport_s.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:32.890925 | r"""jc - JSON Convert `airport -s` command output parser
The `airport` program can be found at `/System/Library/PrivateFrameworks/Apple80211.framework/Versions/Current/Resources/airport`.
Usage (cli):
$ airport -s | jc --airport-s
or
$ jc airport -s
Usage (module):
import jc
result = jc.parse('ai... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/acpi.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:32.892155 | r"""jc - JSON Convert `acpi` command output parser
Usage (cli):
$ acpi -V | jc --acpi
or
$ jc acpi -V
Usage (module):
import jc
result = jc.parse('acpi', acpi_command_output)
Schema:
[
{
"type": string,
"id": int... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/amixer.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:32.921913 | r"""jc - JSON Convert `amixer sget` command output parser
Usage (cli):
$ amixer sget <control_name> | jc --amixer
$ amixer sget Master | jc --amixer
$ amixer sget Capture | jc --amixer
$ amixer sget Speakers | jc --amixer
Usage (module):
import jc
result = jc.parse('amixer', <amixer_sget_com... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asciitable_m.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:32.922643 | r"""jc - JSON Convert `asciitable-m` parser
This parser converts various styles of ASCII and Unicode text tables with
multi-line rows. Tables must have a header row and separator line between
rows.
For example:
╒══════════╤═════════╤════════╕
│ foo │ bar baz │ fiz │
│ │ │ buz ... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asciitable.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:32.924307 | r"""jc - JSON Convert `asciitable` parser
This parser converts ASCII and Unicode text tables with single-line rows.
Column headers must be at least two spaces apart from each other and must
be unique. For best results, column headers should be left-justified. If
column separators are present, then non-left-justified ... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/apt_cache_show.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:32.975643 | r"""jc - JSON Convert `apt-cache show` command parser
Usage (cli):
$ apt-cache show | jc --apt-cache-show
Usage (module):
import jc
result = jc.parse('apt_cache_show', apt_cache_show_output)
Schema:
[
{
"package": string,
"version": string,
... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/airport.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:33.087586 | r"""jc - JSON Convert `airport -I` command output parser
The `airport` program can be found at `/System/Library/PrivateFrameworks/Apple80211.framework/Versions/Current/Resources/airport`.
Usage (cli):
$ airport -I | jc --airport
or
$ jc airport -I
Usage (module):
import jc
result = jc.parse('airp... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/arp.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:33.717988 | r"""jc - JSON Convert `arp` command output parser
Supports `arp` and `arp -a` output.
Usage (cli):
$ arp | jc --arp
or
$ jc arp
Usage (module):
import jc
result = jc.parse('arp', arp_command_output)
Schema:
[
{
"name": string,
"address": string,
"h... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/apt_get_sqq.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:33.801131 | r"""jc - JSON Convert `apt-get -sqq` command output parser
Requires the `-sqq` options in `apt-get`.
Usage (cli):
$ apt-get -sqq upgrade | jc --apt-get-sqq
or
$ jc apt-get -sqq full-upgrade
Usage (module):
import jc
result = jc.parse('apt_get_sqq', apt_get_sqq_command_output)
Schema:
[
... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/_iri.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:34.062698 | # coding: utf-8
"""
Functions to convert unicode IRIs into ASCII byte string URIs and back. Exports
the following items:
- iri_to_uri()
- uri_to_iri()
"""
from __future__ import unicode_literals, division, absolute_import, print_function
from encodings import idna # noqa
import codecs
import re
from ._errors im... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/_int.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:34.084096 | # coding: utf-8
from __future__ import unicode_literals, division, absolute_import, print_function
def fill_width(bytes_, width):
"""
Ensure a byte string representing a positive integer is a specific width
(in bytes)
:param bytes_:
The integer byte string
:param width:
The desir... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/_teletex_codec.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:34.172191 | # coding: utf-8
"""
Implementation of the teletex T.61 codec. Exports the following items:
- register()
"""
from __future__ import unicode_literals, division, absolute_import, print_function
import codecs
class TeletexCodec(codecs.Codec):
def encode(self, input_, errors='strict'):
return codecs.char... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/_types.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:34.174541 | # coding: utf-8
from __future__ import unicode_literals, division, absolute_import, print_function
import inspect
def chr_cls(num):
return bytes([num])
def type_name(value):
"""
Returns a user-readable name for the type of an object
:param value:
A value to get the type name of
:retur... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/algos.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:34.331385 | # coding: utf-8
"""
ASN.1 type classes for various algorithms using in various aspects of public
key cryptography. Exports the following items:
- AlgorithmIdentifier()
- AnyAlgorithmIdentifier()
- DigestAlgorithm()
- DigestInfo()
- DSASignature()
- EncryptionAlgorithm()
- HmacAlgorithm()
- KdfAlgorithm()
- P... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/cms.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:34.393620 | # coding: utf-8
"""
ASN.1 type classes for cryptographic message syntax (CMS). Structures are also
compatible with PKCS#7. Exports the following items:
- AuthenticatedData()
- AuthEnvelopedData()
- CompressedData()
- ContentInfo()
- DigestedData()
- EncryptedData()
- EnvelopedData()
- SignedAndEnvelopedData()... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:34.630430 | # coding: utf-8
from __future__ import unicode_literals, division, absolute_import, print_function
from .version import __version__, __version_info__
__all__ = [
'__version__',
'__version_info__',
'load_order',
]
def load_order():
"""
Returns a list of the module and sub-module names for asn1cry... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/_errors.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:34.631525 | # coding: utf-8
"""
Exports the following items:
- unwrap()
- APIException()
"""
from __future__ import unicode_literals, division, absolute_import, print_function
import re
import textwrap
class APIException(Exception):
"""
An exception indicating an API has been removed from asn1crypto
"""
pa... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/crl.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:34.662921 | # coding: utf-8
"""
ASN.1 type classes for certificate revocation lists (CRL). Exports the
following items:
- CertificateList()
Other type classes are defined that help compose the types listed above.
"""
from __future__ import unicode_literals, division, absolute_import, print_function
import hashlib
from .algo... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/_inet.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:34.672908 | # coding: utf-8
from __future__ import unicode_literals, division, absolute_import, print_function
import socket
import struct
from ._errors import unwrap
from ._types import type_name
def inet_ntop(address_family, packed_ip):
"""
Windows compatibility shim for socket.inet_ntop().
:param address_family... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/csr.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:34.718108 | # coding: utf-8
"""
ASN.1 type classes for certificate signing requests (CSR). Exports the
following items:
- CertificationRequest()
Other type classes are defined that help compose the types listed above.
"""
from __future__ import unicode_literals, division, absolute_import, print_function
from .algos import Si... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/keys.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:34.779560 | # coding: utf-8
"""
ASN.1 type classes for public and private keys. Exports the following items:
- DSAPrivateKey()
- ECPrivateKey()
- EncryptedPrivateKeyInfo()
- PrivateKeyInfo()
- PublicKeyInfo()
- RSAPrivateKey()
- RSAPublicKey()
Other type classes are defined that help compose the types listed above.
"""
... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/ocsp.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:34.926021 | # coding: utf-8
"""
ASN.1 type classes for the online certificate status protocol (OCSP). Exports
the following items:
- OCSPRequest()
- OCSPResponse()
Other type classes are defined that help compose the types listed above.
"""
from __future__ import unicode_literals, division, absolute_import, print_function
f... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/parser.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:34.987241 | # coding: utf-8
"""
Functions for parsing and dumping using the ASN.1 DER encoding. Exports the
following items:
- emit()
- parse()
- peek()
Other type classes are defined that help compose the types listed above.
"""
from __future__ import unicode_literals, division, absolute_import, print_function
import sys
... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/pdf.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:35.205679 | # coding: utf-8
"""
ASN.1 type classes for PDF signature structures. Adds extra oid mapping and
value parsing to asn1crypto.x509.Extension() and asn1crypto.xms.CMSAttribute().
"""
from __future__ import unicode_literals, division, absolute_import, print_function
from .cms import CMSAttributeType, CMSAttribute
from .... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/pem.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:35.210330 | # coding: utf-8
"""
Encoding DER to PEM and decoding PEM to DER. Exports the following items:
- armor()
- detect()
- unarmor()
"""
from __future__ import unicode_literals, division, absolute_import, print_function
from io import BytesIO
import base64
import re
from ._errors import unwrap
from ._types import ty... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/tsp.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:35.232606 | # coding: utf-8
"""
ASN.1 type classes for the time stamp protocol (TSP). Exports the following
items:
- TimeStampReq()
- TimeStampResp()
Also adds TimeStampedData() support to asn1crypto.cms.ContentInfo(),
TimeStampedData() and TSTInfo() support to
asn1crypto.cms.EncapsulatedContentInfo() and some oids and value ... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/pkcs12.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:35.314786 | # coding: utf-8
"""
ASN.1 type classes for PKCS#12 files. Exports the following items:
- CertBag()
- CrlBag()
- Pfx()
- SafeBag()
- SecretBag()
Other type classes are defined that help compose the types listed above.
"""
from __future__ import unicode_literals, division, absolute_import, print_function
from .... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/util.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:35.317097 | # coding: utf-8
"""
Miscellaneous data helpers, including functions for converting integers to and
from bytes and UTC timezone. Exports the following items:
- OrderedDict()
- int_from_bytes()
- int_to_bytes()
- timezone.utc
- utc_with_dst
- create_timezone()
- inet_ntop()
- inet_pton()
- uri_to_iri()
- iri_... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/x509.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:35.362542 | # coding: utf-8
"""
ASN.1 type classes for X.509 certificates. Exports the following items:
- Attributes()
- Certificate()
- Extensions()
- GeneralName()
- GeneralNames()
- Name()
Other type classes are defined that help compose the types listed above.
"""
from __future__ import unicode_literals, division, ab... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/asn1crypto/version.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:35.393030 | # coding: utf-8
from __future__ import unicode_literals, division, absolute_import, print_function
__version__ = '1.5.1'
__version_info__ = (1, 5, 1)
|
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/blkid.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:35.538483 | r"""jc - JSON Convert `blkid` command output parser
Usage (cli):
$ blkid | jc --blkid
or
$ jc blkid
Usage (module):
import jc
result = jc.parse('blkid', blkid_command_output)
Schema:
[
{
"device": string,
"uuid": s... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/bluetoothctl.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:35.605072 | r"""jc - JSON Convert `bluetoothctl` command output parser
Supports the following `bluetoothctl` subcommands:
- `bluetoothctl list`
- `bluetoothctl show`
- `bluetoothctl show <ctrl>`
- `bluetoothctl devices`
- `bluetoothctl info <dev>`
Usage (cli):
$ bluetoothctl info <dev> | jc --bluetoothctl
or
$ jc bluet... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/broken_parser.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:35.775064 | r"""jc - JSON Convert broken parser - for testing purposes only"""
import non_existent_library
class info():
"""Provides parser metadata (version, author, etc.)"""
version = '1.0'
description = 'broken parser'
author = 'N/A'
author_email = 'N/A'
compatible = ['linux', 'darwin', 'cygwin', 'win32... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/cbt.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:35.788188 | r"""jc - JSON Convert `cbt` command output parser (Google Bigtable)
Parses the human-, but not machine-, friendly output of the cbt command (for
Google's Bigtable).
No effort is made to convert the data types of the values in the cells.
The `timestamp_epoch` calculated timestamp field is naive. (i.e. based on
the lo... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/cef.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:35.825156 | r"""jc - JSON Convert CEF string parser
This parser conforms to the Microfocus Arcsight CEF specification.
This parser will accept a single CEF string or multiple CEF string lines.
Any text before "CEF" will be ignored. Syslog and CEF escaped characters
(`\\`, `\\"`, `\\]`, `\\|`, `\\=`, `\\%`, `\\#`, `\\n`, and `\\r... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/certbot.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:35.889015 | r"""jc - JSON Convert `certbot` command output parser
Supports the following `certbot` commands:
- `certbot show_account`
- `certbot certificates`
Verbose options are not supported.
Usage (cli):
$ certbot show_account | jc --certbot
$ certbot certificates | jc --certbot
or
$ jc certbot show_account
... |
kellyjonbrazil/jc | https://github.com/kellyjonbrazil/jc | null | null | null | null | 8,592 | null | null | mit | null | null | null | null | null | null | null | jc/parsers/cef_s.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:35.935413 | r"""jc - JSON Convert CEF string output streaming parser
> This streaming parser outputs JSON Lines (cli) or returns an Iterable of
> Dictionaries (module)
This parser conforms to the Microfocus Arcsight CEF specification.
This parser will accept a single CEF string or multiple CEF string lines.
Any text before "CEF... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | clip/clip.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:41.450283 | from typing import Tuple
from image_processor import CLIPImageProcessor
from model import CLIPModel
from tokenizer import CLIPTokenizer
def load(model_dir: str) -> Tuple[CLIPModel, CLIPTokenizer, CLIPImageProcessor]:
model = CLIPModel.from_pretrained(model_dir)
tokenizer = CLIPTokenizer.from_pretrained(model... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | clip/image_processor.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:41.485515 | # Copyright © 2023-2024 Apple Inc.
import json
from pathlib import Path
from typing import List, Tuple
import mlx.core as mx
import numpy as np
from PIL.Image import Image
class CLIPImageProcessor:
"""
A simple port of
https://github.com/huggingface/transformers/blob/main/src/transformers/models/clip/im... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | bert/model.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:41.493727 | import argparse
from pathlib import Path
from typing import List, Optional, Tuple
import mlx.core as mx
import mlx.nn as nn
from mlx.utils import tree_unflatten
from transformers import AutoConfig, AutoTokenizer, PreTrainedTokenizerBase
class TransformerEncoderLayer(nn.Module):
"""
A transformer encoder laye... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | clip/convert.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:41.495282 | # Copyright © 2023-2024 Apple Inc.
import argparse
import json
import shutil
from pathlib import Path
from typing import Any, Dict, Union
import mlx.core as mx
import torch
from huggingface_hub import snapshot_download
def make_shards(weights: dict, max_file_size_gb: int = 5) -> list:
max_file_size_bytes = max_... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | clip/hf_preproc.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:41.503504 | import mlx.core as mx
import transformers
from PIL import Image
import clip
hf_model = "openai/clip-vit-base-patch32"
mlx_model = "mlx_model"
model, *_ = clip.load(mlx_model)
processor = transformers.CLIPProcessor.from_pretrained(hf_model)
inputs = processor(
text=["a photo of a cat", "a photo of a dog"],
i... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | cifar/main.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:41.504944 | import argparse
import time
from functools import partial
import mlx.core as mx
import mlx.nn as nn
import mlx.optimizers as optim
import resnet
from dataset import get_cifar10
parser = argparse.ArgumentParser(add_help=True)
parser.add_argument(
"--arch",
type=str,
default="resnet20",
choices=[f"resne... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | bert/test.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:41.506011 | import argparse
from typing import List
import model
import numpy as np
from transformers import AutoModel, AutoTokenizer
def run_torch(bert_model: str, batch: List[str]):
tokenizer = AutoTokenizer.from_pretrained(bert_model)
torch_model = AutoModel.from_pretrained(bert_model)
torch_tokens = tokenizer(ba... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | bert/convert.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:41.521543 | import argparse
import numpy
from transformers import AutoModel
def replace_key(key: str) -> str:
key = key.replace(".layer.", ".layers.")
key = key.replace(".self.key.", ".key_proj.")
key = key.replace(".self.query.", ".query_proj.")
key = key.replace(".self.value.", ".value_proj.")
key = key.re... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | cifar/resnet.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:41.551330 | """
Implementation of ResNets for CIFAR-10 as per the original paper [https://arxiv.org/abs/1512.03385].
Configurations include ResNet-20, ResNet-32, ResNet-44, ResNet-56, ResNet-110, ResNet-1202.
"""
import mlx.core as mx
import mlx.nn as nn
from mlx.utils import tree_flatten
__all__ = [
"ResNet",
"resnet20"... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | cifar/dataset.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:41.562087 | import mlx.core as mx
import numpy as np
from mlx.data.datasets import load_cifar10
def get_cifar10(batch_size, root=None):
tr = load_cifar10(root=root)
mean = np.array([0.485, 0.456, 0.406]).reshape((1, 1, 3))
std = np.array([0.229, 0.224, 0.225]).reshape((1, 1, 3))
def normalize(x):
x = x.... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | clip/linear_probe.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:42.285389 | # Mirror of the Linear Probe Evaluation Script
# from the official CLIP Repository.
import mlx.core as mx
import numpy as np
from image_processor import CLIPImageProcessor
from mlx.data.datasets import load_cifar10
from model import CLIPModel
from PIL import Image
from sklearn.linear_model import LogisticRegression
fr... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | clip/test.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:42.369649 | import unittest
import mlx.core as mx
import model
import numpy as np
import torch
import transformers
from image_processor import CLIPImageProcessor
from PIL import Image
from tokenizer import CLIPTokenizer
from transformers import AutoTokenizer
from transformers.image_processing_utils import ChannelDimension
MLX_PA... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | cvae/dataset.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:42.378749 | # Copyright © 2023-2024 Apple Inc.
from mlx.data.datasets import load_mnist
def mnist(batch_size, img_size, root=None):
# load train and test sets using mlx-data
load_fn = load_mnist
tr = load_fn(root=root, train=True)
test = load_fn(root=root, train=False)
# number of image channels is 1 for MN... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | encodec/convert.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:42.438366 | # Copyright © 2024 Apple Inc.
import argparse
import json
from pathlib import Path
from textwrap import dedent
from types import SimpleNamespace
from typing import Any, Dict, Union
import mlx.core as mx
import mlx.nn as nn
from huggingface_hub import snapshot_download
import encodec
def fetch_from_hub(hf_repo: str... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | cvae/main.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:42.440639 | # Copyright © 2023-2024 Apple Inc.
import argparse
import time
from functools import partial
from pathlib import Path
import dataset
import mlx.core as mx
import mlx.nn as nn
import mlx.optimizers as optim
import numpy as np
import vae
from mlx.utils import tree_flatten
from PIL import Image
def grid_image_from_bat... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | clip/tokenizer.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:42.472131 | # Copyright © 2023-2024 Apple Inc.
import json
from pathlib import Path
from typing import Any
import mlx.core as mx
import regex
class CLIPTokenizer:
"""A simple port of CLIPTokenizer from https://github.com/huggingface/transformers/ ."""
def __init__(self, bpe_ranks, vocab):
self.bpe_ranks = bpe_... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | encodec/benchmarks/bench_mx.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:42.490296 | # Copyright © 2024 Apple Inc.
import time
import mlx.core as mx
from encodec import EncodecModel
model, processor = EncodecModel.from_pretrained("mlx-community/encodec-48khz-float32")
audio = mx.random.uniform(shape=(288000, 2))
feats, mask = processor(audio)
mx.eval(model, feats, mask)
@mx.compile
def fun():
... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | clip/model.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:42.508609 | # Copyright © 2023-2024 Apple Inc.
import glob
import json
import logging
import math
from dataclasses import dataclass
from pathlib import Path
from typing import Optional
import mlx.core as mx
import mlx.nn as nn
from mlx.core import linalg as LA
from mlx.nn.losses import cross_entropy
@dataclass
class CLIPVision... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | encodec/benchmarks/bench_pt.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:43.237744 | # Copyright © 2024 Apple Inc.
import time
import numpy as np
import torch
from transformers import AutoProcessor, EncodecModel
processor = AutoProcessor.from_pretrained("facebook/encodec_48khz")
audio = np.random.uniform(size=(2, 288000)).astype(np.float32)
pt_model = EncodecModel.from_pretrained("facebook/encodec_... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | cvae/vae.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:43.267465 | # Copyright © 2023-2024 Apple Inc.
import math
import mlx.core as mx
import mlx.nn as nn
# from https://github.com/ml-explore/mlx-examples/blob/main/stable_diffusion/stable_diffusion/unet.py
def upsample_nearest(x, scale: int = 2):
B, H, W, C = x.shape
x = mx.broadcast_to(x[:, :, None, :, None, :], (B, H, s... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | flux/flux/datasets.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:43.825335 | import json
from pathlib import Path
from PIL import Image
class Dataset:
def __getitem__(self, index: int):
raise NotImplementedError()
def __len__(self):
raise NotImplementedError()
class LocalDataset(Dataset):
prompt_key = "prompt"
def __init__(self, dataset: str, data_file):
... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | flux/flux/flux.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:43.923685 | # Copyright © 2024 Apple Inc.
from typing import Tuple
import mlx.core as mx
import mlx.nn as nn
from mlx.utils import tree_unflatten
from tqdm import tqdm
from .lora import LoRALinear
from .sampler import FluxSampler
from .utils import (
load_ae,
load_clip,
load_clip_tokenizer,
load_flow_model,
... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | encodec/example.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:43.955465 | # Copyright © 2024 Apple Inc.
import mlx.core as mx
from utils import load_audio, save_audio
from encodec import EncodecModel
# Load the 48 KHz model and preprocessor.
model, processor = EncodecModel.from_pretrained("mlx-community/encodec-48khz-float32")
# Load an audio file
audio = load_audio("/path/to/audio", mod... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | encodec/encodec.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:44.104542 | # Copyright © 2024 Apple Inc.
import functools
import json
import math
from pathlib import Path
from types import SimpleNamespace
from typing import List, Optional, Tuple, Union
import mlx.core as mx
import mlx.nn as nn
import numpy as np
_lstm_kernel = mx.fast.metal_kernel(
name="lstm",
input_names=["x", "h... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | encodec/test.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:44.159948 | # Copyright © 2024 Apple Inc.
import mlx.core as mx
import numpy as np
import torch
from transformers import AutoProcessor
from transformers import EncodecModel as PTEncodecModel
from encodec import EncodecModel, preprocess_audio
def compare_processors():
np.random.seed(0)
audio_length = 95500
audio = n... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | flux/flux/layers.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:44.409973 | # Copyright © 2024 Apple Inc.
import math
from dataclasses import dataclass
from functools import partial
from typing import List, Optional, Tuple
import mlx.core as mx
import mlx.nn as nn
def _rope(pos: mx.array, dim: int, theta: float):
scale = mx.arange(0, dim, 2, dtype=mx.float32) / dim
omega = 1.0 / (t... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | flux/flux/lora.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:44.540184 | # Copyright © 2024 Apple Inc.
import math
import mlx.core as mx
import mlx.nn as nn
class LoRALinear(nn.Module):
@staticmethod
def from_base(
linear: nn.Linear,
r: int = 8,
dropout: float = 0.0,
scale: float = 1.0,
):
output_dims, input_dims = linear.weight.shape
... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | flux/flux/model.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:44.587724 | # Copyright © 2024 Apple Inc.
from dataclasses import dataclass
from typing import Optional
import mlx.core as mx
import mlx.nn as nn
from mlx.nn.layers.distributed import shard_inplace, shard_linear
from .layers import (
DoubleStreamBlock,
EmbedND,
LastLayer,
MLPEmbedder,
SingleStreamBlock,
... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | flux/flux/sampler.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:44.656017 | # Copyright © 2024 Apple Inc.
import math
from functools import lru_cache
import mlx.core as mx
class FluxSampler:
def __init__(self, name: str, base_shift: float = 0.5, max_shift: float = 1.15):
self._base_shift = base_shift
self._max_shift = max_shift
self._schnell = "schnell" in name
... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | flux/flux/t5.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:44.786598 | # Copyright © 2024 Apple Inc.
import math
from dataclasses import dataclass
from typing import List, Optional, Tuple
import mlx.core as mx
import mlx.nn as nn
_SHARED_REPLACEMENT_PATTERNS = [
(".block.", ".layers."),
(".k.", ".key_proj."),
(".o.", ".out_proj."),
(".q.", ".query_proj."),
(".v.", "... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | flux/flux/tokenizers.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:44.982240 | # Copyright © 2024 Apple Inc.
import mlx.core as mx
import regex
from sentencepiece import SentencePieceProcessor
class CLIPTokenizer:
"""A simple port of CLIPTokenizer from https://github.com/huggingface/transformers/ ."""
def __init__(self, bpe_ranks, vocab, max_length=77):
self.max_length = max_l... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | flux/flux/utils.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:45.169438 | # Copyright © 2024 Apple Inc.
import json
import os
from dataclasses import dataclass
from pathlib import Path
from typing import Optional, Union
import mlx.core as mx
from huggingface_hub import hf_hub_download
from .autoencoder import AutoEncoder, AutoEncoderParams
from .clip import CLIPTextModel, CLIPTextModelCon... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | flux/flux/trainer.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:45.192324 | import mlx.core as mx
import numpy as np
from PIL import Image, ImageFile
from tqdm import tqdm
from .datasets import Dataset
from .flux import FluxPipeline
class Trainer:
def __init__(self, flux: FluxPipeline, dataset: Dataset, args):
self.flux = flux
self.dataset = dataset
self.args = ... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | flux/generate_interactive.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:45.243722 | import argparse
import mlx.core as mx
import mlx.nn as nn
import numpy as np
from PIL import Image
from tqdm import tqdm
from flux import FluxPipeline
def print_zero(group, *args, **kwargs):
if group.rank() == 0:
flush = kwargs.pop("flush", True)
print(*args, **kwargs, flush=flush)
def quantiz... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | flux/txt2image.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:45.428453 | # Copyright © 2024 Apple Inc.
import argparse
import mlx.core as mx
import mlx.nn as nn
import numpy as np
from PIL import Image
from tqdm import tqdm
from flux import FluxPipeline
def to_latent_size(image_size):
h, w = image_size
h = ((h + 15) // 16) * 16
w = ((w + 15) // 16) * 16
if (h, w) != im... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | gcn/datasets.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:45.605496 | import os
import tarfile
import mlx.core as mx
import numpy as np
import requests
import scipy.sparse as sparse
"""
Preprocessing follows the same implementation as in:
https://github.com/tkipf/gcn
https://github.com/senadkurtisi/pytorch-GCN/tree/main
"""
def download_cora():
"""Downloads the cora dataset into ... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | gcn/gcn.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:45.766437 | import mlx.nn as nn
class GCNLayer(nn.Module):
def __init__(self, in_features, out_features, bias=True):
super(GCNLayer, self).__init__()
self.linear = nn.Linear(in_features, out_features, bias)
def __call__(self, x, adj):
x = self.linear(x)
return adj @ x
class GCN(nn.Modul... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | gcn/main.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:45.842602 | import time
from argparse import ArgumentParser
from functools import partial
import mlx.core as mx
import mlx.nn as nn
import mlx.optimizers as optim
from datasets import load_data, train_val_test_mask
from mlx.utils import tree_flatten
from gcn import GCN
def loss_fn(y_hat, y, weight_decay=0.0, parameters=None):
... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | llava/generate.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:45.872556 | # Copyright © 2024 Apple Inc.
import argparse
import codecs
from pathlib import Path
import mlx.core as mx
import requests
from PIL import Image
from transformers import AutoProcessor
from llava import LlavaModel
def parse_arguments():
parser = argparse.ArgumentParser(
description="Generate text from a... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | llava/language.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:46.002143 | # Copyright © 2024 Apple Inc.
import inspect
from dataclasses import dataclass
from typing import Dict, Optional, Tuple, Union
import mlx.core as mx
import mlx.nn as nn
@dataclass
class TextConfig:
model_type: str
hidden_size: int = 4096
num_hidden_layers: int = 32
intermediate_size: int = 11008
... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | llava/llava.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:46.199510 | # Copyright © 2024 Apple Inc.
import glob
import inspect
import json
from dataclasses import dataclass
from pathlib import Path
from typing import Optional
import mlx.core as mx
import mlx.nn as nn
import numpy as np
from huggingface_hub import snapshot_download
from language import LanguageModel, TextConfig
from vis... |
ml-explore/mlx-examples | https://github.com/ml-explore/mlx-examples | null | null | null | null | 8,562 | null | null | mit | null | null | null | null | null | null | null | llava/test.py | null | null | null | null | null | null | Python | 2026-05-04T02:09:46.391194 | # Copyright © 2024 Apple Inc.
import unittest
import mlx.core as mx
import requests
import torch
from PIL import Image
from transformers import AutoProcessor, LlavaForConditionalGeneration
from llava import LlavaModel
MODEL_PATH = "llava-hf/llava-1.5-7b-hf"
PROMPT = "USER: <image>\nWhat are these?\nASSISTANT:"
IMAG... |
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