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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
uber/petastorm | https://github.com/uber/petastorm | null | null | null | null | 1,888 | null | null | apache-2.0 | null | null | null | null | null | null | null | petastorm/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:26.041614 | # Copyright (c) 2017-2018 Uber Technologies, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... |
uber/petastorm | https://github.com/uber/petastorm | null | null | null | null | 1,888 | null | null | apache-2.0 | null | null | null | null | null | null | null | examples/mnist/tf_example.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:29.841223 | # Copyright (c) 2017-2018 Uber Technologies, Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or ... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/tools/Equivalent_char.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.175826 | #!/usr/bin/python
# -*- coding: utf-8 -*-
from nlpcda.tools.Basetool import Basetool
from nlpcda.config import Equivalent_char_path
class EquivalentChar(Basetool):
'''
等价字，用于随机替换等价字，【字级别的】，增强数据
'''
def __init__(self, base_file=Equivalent_char_path, create_num=5, change_rate=0.05, seed=1):
s... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/tools/Homophone.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.178814 | #!/usr/bin/python
# -*- coding: utf-8 -*-
from nlpcda.tools.Basetool import Basetool
from nlpcda.config import homophone_path
class Homophone(Basetool):
'''
同音-意字，用于大致不改变原文下，【字级别的】，增强数据
'''
def __init__(self, base_file=homophone_path, create_num=5, change_rate=0.05, seed=1):
super(Homophone... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/example.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.180781 | #!/usr/bin/python
# -*- coding: utf-8 -*-
from nlpcda import Randomword
from nlpcda import Similarword
from nlpcda import Homophone
from nlpcda import RandomDeleteChar
from nlpcda import Ner
from nlpcda import CharPositionExchange
from nlpcda import baidu_translate
from nlpcda import EquivalentChar
def test_Randomwo... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/tools/Char_position_exchange.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.182850 | #!/usr/bin/python
# -*- coding: utf-8 -*-
from nlpcda.tools.Basetool import Basetool
class CharPositionExchange(Basetool):
'''
随机字 交换：研表究明，汉字序顺并不定一影响文字的阅读理解<<是乱序的
'''
def __init__(self, create_num: int = 5, change_rate: float = 0.05, char_gram: int = 3, seed: int = 1):
super(CharPositionExch... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/tools/Random_delete_char.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.188392 | #!/usr/bin/python
# -*- coding: utf-8 -*-
from nlpcda.tools.Basetool import Basetool
class RandomDeleteChar(Basetool):
'''
随机字删除，【字级别的】，增强数据
'''
def __init__(self, create_num: int = 5, change_rate: float = 0.05, seed: int = 1):
super(RandomDeleteChar, self).__init__('', create_num, change_ra... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/tools/Random_word.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.196950 | #!/usr/bin/python
# -*- coding: utf-8 -*-
from nlpcda.tools.Basetool import Basetool
from nlpcda.config import random_path
class Randomword(Basetool):
'''
随机词替换，【词级别的】，增强数据
base_file:相同类型的word集合文件
'''
def __init__(self, base_file=random_path, create_num=5, change_rate=0.05, seed=1):
supe... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/tools/Ner.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.198643 | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Time : 2020/5/17 15:18
import os
from collections import defaultdict
import random
def get_random(start, end):
assert start <= end - 1
return random.randint(start, end - 1)
class Ner:
def __init__(self, ner_dir_name: str, ignore_tag_list: list,
... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/tools/Basetool.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.199713 | #!/usr/bin/python
# -*- coding: utf-8 -*-
import random
from nlpcda.config import company_path
import jieba as t_jieba
class Basetool:
def __init__(self, base_file: str, create_num: int = 5, change_rate: float = 0.1, seed: int = 1):
self.random = random
self.random.seed(seed)
self.base_f... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/config.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.203716 | #!/usr/bin/python
# -*- coding: utf-8 -*-
import os
root_path = os.path.abspath(os.path.dirname(__file__))
data_path = os.path.join(root_path, 'data')
homophone_path = os.path.join(data_path, '同音意字.txt')
Equivalent_char_path = os.path.join(data_path, '等价字.txt')
similarword_path = os.path.join(data_path, '同义词.txt')
co... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.244755 | #!/usr/bin/env python
# -*- coding: utf-8 -*-
from .tools.Homophone import Homophone
from .tools.Ner import Ner
from .tools.Random_delete_char import RandomDeleteChar
from .tools.Random_word import Randomword
from .tools.Similar_word import Similarword
from .tools.Char_position_exchange import CharPositionExchange
fro... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/tools/Translate.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.775763 | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Author : xinfa.jiang
# @File : Translate.
import requests
import random
import hashlib
# 百度翻译方法
def baidu_translate(content, appid, secretKey, t_from='en', t_to='zh'):
# print(content)
if len(content) > 4891:
return '输入请不要超过4891个字符！'
salt = str... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/tools/Similar_word.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.777475 | #!/usr/bin/python
# -*- coding: utf-8 -*-
from nlpcda.tools.Basetool import Basetool
from nlpcda.config import similarword_path
class Similarword(Basetool):
'''
近义词，用于大致不改变原文下，【词级别的】，增强数据
'''
def __init__(self, base_file=similarword_path, create_num=5, change_rate=0.05, seed=1):
super(Simila... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/tools/simbert/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.806812 | #!/usr/bin/env python
# -*- coding: utf-8 -*-
# @Time : 2020/11/10 6:05 下午
# @File : __init__.py.py |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/tools/Simbert.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.807938 | #!/usr/bin/env python
# -*- coding: utf-8 -*-
import os
from nlpcda.tools.simbert.generator import SynonymsGenerator
class Simbert:
_config = {
'model_path': '/xxx/chinese_simbert_L-12_H-768_A-12',
'CUDA_VISIBLE_DEVICES': '0,1',
'max_len': 32,
'seed': 1
}
def __init__(self... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | setup.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.808628 | #!/usr/bin/env python
# -*- coding:utf-8 -*-
from setuptools import setup, find_packages
with open("README.md", "r", encoding='UTF-8') as fh:
long_description = fh.read()
setup(
name="nlpcda",
version="2.5.7.1",
keywords=("pip", "nlptool", "nlpcda", "nlp", '数据增强'),
description="NLP Chinese Data ... |
425776024/nlpcda | https://github.com/425776024/nlpcda | null | null | null | null | 1,882 | null | null | apache-2.0 | null | null | null | null | null | null | null | nlpcda/tools/simbert/generator.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:32.809320 | # -*- coding: utf-8 -*-
import os
import numpy as np
from bert4keras.backend import keras
from bert4keras.models import build_transformer_model
from bert4keras.tokenizers import Tokenizer
from bert4keras.snippets import sequence_padding, AutoRegressiveDecoder
def setup_seed(seed):
try:
import random
... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | data/a8a/print_libsvm_tfrecords.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:40.364807 | #!/usr/bin/env python
import tensorflow as tf
import os
def print_tfrecords(input_filename):
max_print_number = 100
current_print_number = 0
for serialized_example in tf.python_io.tf_record_iterator(input_filename):
# Get serialized example from file
example = tf.train.Example()
example.ParseFromS... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | data/cancer/generate_tfrecords_from_csv.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:40.367408 | #!/usr/bin/env python
# -*- encoding: utf-8 -*-
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import os
import tensorflow as tf
def generate_tfrecords_file(input_filename, output_filename):
print("Start to convert {} to {}".format(input_filename, outp... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | data/cancer/print_tfrecords_files.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:40.368878 | #!/usr/bin/env python
# -*- encoding: utf-8 -*-
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import os
import tensorflow as tf
def print_tfrecords_file(input_filename):
print("Try to print the tfrecords file: {}".format(input_filename))
max_print_... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | data/boston_housing/generate_csv_tfrecords.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:40.373228 | #!/usr/bin/env python
import tensorflow as tf
import os
def generate_tfrecords(input_filename, output_filename):
print("Start to convert {} to {}".format(input_filename, output_filename))
writer = tf.python_io.TFRecordWriter(output_filename)
index = 0
for line in open(input_filename, "r"):
index += 1
... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | data/a8a/generate_libsvm_tfrecord.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:40.374384 | #!/usr/bin/env python
import tensorflow as tf
import os
def generate_tfrecords(input_filename, output_filename):
print("Start to convert {} to {}".format(input_filename, output_filename))
writer = tf.python_io.TFRecordWriter(output_filename)
for line in open(input_filename, "r"):
data = line.split(" ")
... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | data/a8a/print_tfrecords_files.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:40.377350 | #!/usr/bin/env python
# -*- encoding: utf-8 -*-
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import os
import tensorflow as tf
def print_tfrecords_file(input_filename):
print("Try to print the tfrecords file: {}".format(input_filename))
max_print_... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | data/boston_housing/print_csv_tfrecords.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:40.381758 | #!/usr/bin/env python
import tensorflow as tf
import os
def print_tfrecords(input_filename):
max_print_number = 100
current_print_number = 0
for serialized_example in tf.python_io.tf_record_iterator(input_filename):
# Get serialized example from file
example = tf.train.Example()
example.ParseFromS... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | data/iris/download_iris.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:40.382861 | #!/usr/bin/env python
import numpy as np
import random
from sklearn import datasets
def main():
# Load data set
print("Download the iris dataset")
iris = datasets.load_iris()
# Split into train and test
TRAIN_FILE_NAME = "iris_train.csv"
TEST_FILE_NAME = "iris_test.csv"
file_content_array = []
train... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | data/a8a/generate_tfrecords_from_libsvm.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:40.405125 | #!/usr/bin/env python
# -*- encoding: utf-8 -*-
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
import os
import tensorflow as tf
def generate_tfrecords(input_filename, output_filename):
print("Start to convert {} to {}".format(input_filename, output_fi... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | data/iris/print_csv_tfrecords.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:40.989161 | #!/usr/bin/env python
import tensorflow as tf
import os
def print_tfrecords(input_filename):
max_print_number = 100
current_print_number = 0
for serialized_example in tf.python_io.tf_record_iterator(input_filename):
# Get serialized example from file
example = tf.train.Example()
example.ParseFromS... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | dense_classifier.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:41.014117 | #!/usr/bin/env python
# -*- encoding: utf-8 -*-
from __future__ import absolute_import, division, print_function
import datetime
import logging
import os
import pprint
import numpy as np
import tensorflow as tf
from sklearn import metrics
from tensorflow.python.saved_model import (signature_constants,
... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | dense_classifier_use_queue.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:41.023241 | #!/usr/bin/env python
# -*- encoding: utf-8 -*-
import datetime
import logging
import os
import pprint
import numpy as np
import tensorflow as tf
from sklearn import metrics
from tensorflow.python.saved_model import builder as saved_model_builder
from tensorflow.python.saved_model import (
signature_constants, si... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | distributed/dense_classifier.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:41.024215 | #!/usr/bin/env python
import tensorflow as tf
import math
import os
import numpy as np
# Define parameters
flags = tf.app.flags
FLAGS = flags.FLAGS
flags.DEFINE_float('learning_rate', 0.01, 'Initial learning rate.')
flags.DEFINE_integer('epoch_number', None, 'Number of epochs to run trainer.')
flags.DEFINE_integer("b... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | data/lung/convert_dcm_to_csv.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:41.025802 | #!/usr/bin/env python
from pydicom import dicomio
import numpy as np
def main():
# Read label file
label_filename = "./raw_data/stage1_labels.csv"
id_label_map = {}
for i in open(label_filename, "r"):
if i.startswith("id,cancer"):
continue
id_label_pair = i.split(",")
id_label_map[id_label_... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | data/lung/generate_csv_tfrecords.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:41.068802 | #!/usr/bin/env python
import tensorflow as tf
import os
def generate_tfrecords(input_filename, output_filename):
print("Start to convert {} to {}".format(input_filename, output_filename))
writer = tf.python_io.TFRecordWriter(output_filename)
for line in open(input_filename, "r"):
data = line.split(",")
... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | data/iris/generate_csv_tfrecords.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:41.069929 | #!/usr/bin/env python
import tensorflow as tf
import os
def generate_tfrecords(input_filename, output_filename):
print("Start to convert {} to {}".format(input_filename, output_filename))
writer = tf.python_io.TFRecordWriter(output_filename)
for line in open(input_filename, "r"):
data = line.split(",")
... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | data/lung/print_csv_tfrecords.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:41.071452 | #!/usr/bin/env python
import tensorflow as tf
import os
def print_tfrecords(input_filename):
max_print_number = 100
current_print_number = 0
for serialized_example in tf.python_io.tf_record_iterator(input_filename):
# Get serialized example from file
example = tf.train.Example()
example.ParseFromS... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | http_service/cancer_predict/apps.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:41.584585 | from __future__ import unicode_literals
from django.apps import AppConfig
class CancerPredictConfig(AppConfig):
name = 'cancer_predict'
|
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | http_service/manage.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:41.633671 | #!/usr/bin/env python
import os
import sys
if __name__ == "__main__":
os.environ.setdefault("DJANGO_SETTINGS_MODULE",
"restful_server.settings")
from django.core.management import execute_from_command_line
execute_from_command_line(sys.argv)
|
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | http_service/cancer_predict/views.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:41.652828 | from django.shortcuts import render
from django.http import HttpResponse
from django.views.decorators.csrf import csrf_exempt
import tensorflow as tf
import numpy as np
import json
class PredictService(object):
def __init__(self, checkpoint_path, checkpoint_file):
self.checkpoint_path = checkpoint_path
... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | http_service/cancer_predict/urls.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:41.670979 | from django.conf.urls import url
from . import views
urlpatterns = [
url(r'^predict/', views.predict,
name='predict'),
url(r'^$', views.index, name='index'),
]
|
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | http_service/restful_server/urls.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:41.721461 | """restful_server URL Configuration
The `urlpatterns` list routes URLs to views. For more information please see:
https://docs.djangoproject.com/en/1.9/topics/http/urls/
Examples:
Function views
1. Add an import: from my_app import views
2. Add a URL to urlpatterns: url(r'^$', views.home, name='home')
Cl... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | http_service/restful_server/wsgi.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:42.475280 | """
WSGI config for restful_server project.
It exposes the WSGI callable as a module-level variable named ``application``.
For more information on this file, see
https://docs.djangoproject.com/en/1.9/howto/deployment/wsgi/
"""
import os
from django.core.wsgi import get_wsgi_application
os.environ.setdefault("DJANG... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | minimal_model/benchmark_predict.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:42.639615 | #!/usr/bin/env python
import numpy as np
import os
import tensorflow as tf
from tensorflow.contrib.session_bundle import exporter
import time
flags = tf.app.flags
FLAGS = flags.FLAGS
flags.DEFINE_integer("batch_size", 10, "The batch size to train")
flags.DEFINE_integer("epoch_number", 10, "Number of epochs to run tra... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | minimal_model/python_predict_client/predict_client.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:42.654446 | #!/usr/bin/env python
import numpy
from grpc.beta import implementations
import tensorflow as tf
import predict_pb2
import prediction_service_pb2
tf.app.flags.DEFINE_string("host", "127.0.0.1", "gRPC server host")
tf.app.flags.DEFINE_integer("port", 9000, "gRPC server port")
tf.app.flags.DEFINE_string("model_name",... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | minimal_model/python_predict_client/benchmark_latency.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:42.655912 | #!/usr/bin/env python
import numpy
import time
from grpc.beta import implementations
import tensorflow as tf
import predict_pb2
import prediction_service_pb2
tf.app.flags.DEFINE_string("host", "127.0.0.1", "gRPC server host")
tf.app.flags.DEFINE_integer("port", 9000, "gRPC server port")
tf.app.flags.DEFINE_string("... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | minimal_model/python_predict_client/benchmark_qps.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:42.656856 | #!/usr/bin/env python
import numpy
import multiprocessing
import threading
import time
from grpc.beta import implementations
import tensorflow as tf
import predict_pb2
import prediction_service_pb2
tf.app.flags.DEFINE_string("host", "127.0.0.1", "gRPC server host")
tf.app.flags.DEFINE_integer("port", 9000, "gRPC se... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | model.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:42.802284 | from __future__ import absolute_import, division, print_function
import tensorflow as tf
def full_connect(inputs,
weights_shape,
biases_shape,
is_train=True,
FLAGS=None):
"""
Define full-connect layer with reused Variables.
"""
weights ... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | python_predict_client/predict_client.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:43.359378 | #!/usr/bin/env python
import numpy
import tensorflow as tf
from grpc.beta import implementations
from tensorflow_serving.apis import predict_pb2, prediction_service_pb2
tf.app.flags.DEFINE_string("host", "0.0.0.0", "TensorFlow Serving server ip")
tf.app.flags.DEFINE_integer("port", 8500, "TensorFlow Serving server po... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | tensorboard_tools/read_event_files.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:43.853686 | #!/usr/bin/env python
import tensorflow as tf
def main():
event_file_path = "/Users/tobe/code/tensorflow_template_application/tensorboard/events.out.tfevents.1527218992.mbp-2.local"
for event in tf.train.summary_iterator(event_file_path):
print("--------------------")
print("Time: {}".format(event.wall_... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | util.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:44.119478 | from __future__ import absolute_import, division, print_function
import logging
import os
import tensorflow as tf
from tensorflow.python.saved_model import builder as saved_model_builder
from tensorflow.python.saved_model import (signature_constants, tag_constants)
def get_optimizer_by_name(optimizer_name, learning_... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | python_predict_client/sparse_predict_client.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:44.268924 | #!/usr/bin/env python
import numpy
from grpc.beta import implementations
import tensorflow as tf
import predict_pb2
import prediction_service_pb2
tf.app.flags.DEFINE_string("host", "127.0.0.1", "gRPC server host")
tf.app.flags.DEFINE_integer("port", 9000, "gRPC server port")
tf.app.flags.DEFINE_string("model_name",... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | sparse_classifier.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:44.269684 | #!/usr/bin/env python
# -*- encoding: utf-8 -*-
from __future__ import absolute_import, division, print_function
import datetime
import logging
import os
import pprint
import numpy as np
import tensorflow as tf
from sklearn import metrics
from tensorflow.python.saved_model import (
signature_constants, signature_... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | sklearn_exmaples/cancer_classifier.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:44.365558 | #!/usr/bin/env python
import sys
import numpy as np
from sklearn import metrics
from sklearn.svm import SVC
from sklearn.neural_network import MLPClassifier
from sklearn.neighbors import KNeighborsClassifier
from sklearn.tree import DecisionTreeClassifier
from sklearn.ensemble import RandomForestClassifier, AdaBoostCl... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | sparse_model.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:44.374659 | from __future__ import absolute_import, division, print_function
import tensorflow as tf
def full_connect(inputs,
weights_shape,
biases_shape,
is_train=True,
FLAGS=None):
with tf.device("/cpu:0"):
weights = tf.get_variable(
"weights", ... |
tobegit3hub/tensorflow_template_application | https://github.com/tobegit3hub/tensorflow_template_application | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | minimal_model/train.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:47.244179 | #!/usr/bin/env python
import numpy as np
import os
import tensorflow as tf
from tensorflow.contrib.session_bundle import exporter
import time
flags = tf.app.flags
FLAGS = flags.FLAGS
flags.DEFINE_integer("batch_size", 10, "The batch size to train")
flags.DEFINE_integer("epoch_number", 10, "Number of epochs to run tra... |
astral-sh/ruff-pre-commit | https://github.com/astral-sh/ruff-pre-commit | null | null | null | null | 1,880 | null | null | apache-2.0 | null | null | null | null | null | null | null | mirror.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:49.570478 | # /// script
# requires-python = ">=3.12"
# dependencies = [
# "packaging==23.1",
# "urllib3==2.0.5",
# ]
# ///
"""Update ruff-pre-commit to the latest version of ruff."""
import re
import subprocess
import tomllib
import typing
from pathlib import Path
import urllib3
from packaging.requirements import Requiremen... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | docs/ext/nb_output_cell_to_iframe.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:51.679362 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:51.681585 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/_treescope_handlers/shapecheck_handlers.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:51.682922 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/_treescope_handlers/struct_handler.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:51.685011 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:51.685990 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | docs/ext/pz_alias_rewrite.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:51.687158 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | docs/conf.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:51.688627 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/_treescope_handlers/named_axes_handlers.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:51.690828 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/_treescope_handlers/selection_rendering.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:51.705017 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/_treescope_handlers/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:51.734665 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/partitioning.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.281527 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/random_stream.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.294781 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/tree_util.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.295349 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/auto_order_types.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.308408 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/struct.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.311587 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/shapecheck.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.316155 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/syntactic_sugar.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.317916 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/selectors.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.335458 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/variables.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.367533 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/core/named_axes.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.369185 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.881293 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.882576 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/core/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.884473 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/core/_treescope_handlers/layer_handler.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.901464 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/core/layer.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.933367 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/data_effects/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.947975 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/core/random_stream.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.949255 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/data_effects/_treescope_handlers.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.954789 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/data_effects/effect_base.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:52.975873 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/example_models/gemma/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:54.522986 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/data_effects/random.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:54.524061 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/data_effects/local_state.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:54.525439 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/data_effects/side_input.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:54.526704 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/example_models/gemma/model_core.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:54.527924 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/data_effects/side_output.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:54.855250 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/example_models/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:55.248727 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/example_models/simple_mlp.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:55.306321 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/nn/basic_ops.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:55.484494 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/nn/__init__.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:55.486475 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/nn/dropout.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:55.498507 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/nn/combinators.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:55.513392 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/nn/attention.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:55.568650 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
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# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/nn/embeddings.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:55.589136 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/nn/grouping.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:55.786294 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
google-deepmind/penzai | https://github.com/google-deepmind/penzai | null | null | null | null | 1,881 | null | null | apache-2.0 | null | null | null | null | null | null | null | penzai/deprecated/v1/nn/linear_and_affine.py | null | null | null | null | null | null | Python | 2026-05-04T02:50:55.873777 | # Copyright 2024 The Penzai Authors.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in w... |
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