Compare commits
4 Commits
| Author | SHA1 | Date | |
|---|---|---|---|
| f25dc34054 | |||
| 647e5f4d5a | |||
| d02eec9638 | |||
| 539f94197c |
3
lab_12/README.md
Normal file
3
lab_12/README.md
Normal file
@@ -0,0 +1,3 @@
|
||||
Лабораторная работа была выполнена на python3.8.20 с помощью инструмента miniconda
|
||||
|
||||
Список зависимостей находится в файле req.txt
|
||||
647
lab_12/lab12.ipynb
Normal file
647
lab_12/lab12.ipynb
Normal file
File diff suppressed because one or more lines are too long
1112
lab_12/lab12_text.ipynb
Normal file
1112
lab_12/lab12_text.ipynb
Normal file
File diff suppressed because one or more lines are too long
4657
lab_12/poetry.lock
generated
Normal file
4657
lab_12/poetry.lock
generated
Normal file
File diff suppressed because it is too large
Load Diff
33
lab_12/pyproject.toml
Normal file
33
lab_12/pyproject.toml
Normal file
@@ -0,0 +1,33 @@
|
||||
[project]
|
||||
name = "lab-12"
|
||||
version = "0.1.0"
|
||||
description = ""
|
||||
authors = [
|
||||
{name = "Никита Потапов",email = "ns.potapov@yandex.ru"}
|
||||
]
|
||||
readme = "README.md"
|
||||
requires-python = ">=3.10,<3.14"
|
||||
|
||||
dependencies = [
|
||||
"kagglehub (>=0.3.12,<0.4.0)",
|
||||
"pillow (>=11.2.1,<12.0.0)",
|
||||
"matplotlib (>=3.10.3,<4.0.0)",
|
||||
"scikit-learn (>=1.6.1,<2.0.0)",
|
||||
"keras (>=3.9.2,<4.0.0)",
|
||||
"jax (>=0.6.1,<0.7.0)",
|
||||
"spacy (>=3.8.7,<4.0.0)",
|
||||
"pandas (>=2.2.3,<3.0.0)",
|
||||
"nltk (>=3.9.1,<4.0.0)",
|
||||
"tqdm (>=4.67.1,<5.0.0)"
|
||||
]
|
||||
|
||||
[tool.poetry]
|
||||
package-mode = false
|
||||
|
||||
[tool.poetry.group.dev.dependencies]
|
||||
jupyter = "^1.1.1"
|
||||
notebook = "^7.4.2"
|
||||
|
||||
[build-system]
|
||||
requires = ["poetry-core>=2.0.0,<3.0.0"]
|
||||
build-backend = "poetry.core.masonry.api"
|
||||
251
lab_12/req.txt
Normal file
251
lab_12/req.txt
Normal file
@@ -0,0 +1,251 @@
|
||||
# packages in environment at C:\Users\ns.potapov\miniconda3\envs\lab12env:
|
||||
#
|
||||
# Name Version Build Channel
|
||||
_tflow_select 2.3.0 mkl
|
||||
abseil-cpp 20211102.0 hd77b12b_0
|
||||
absl-py 2.1.0 py38haa95532_0
|
||||
aiohappyeyeballs 2.4.0 py38haa95532_0
|
||||
aiohttp 3.10.5 py38h827c3e9_0
|
||||
aiosignal 1.2.0 pyhd3eb1b0_0
|
||||
annotated-types 0.6.0 py38haa95532_0
|
||||
appdirs 1.4.4 pyh9f0ad1d_0 conda-forge
|
||||
asttokens 3.0.0 pyhd8ed1ab_0 conda-forge
|
||||
astunparse 1.6.3 py_0
|
||||
async-timeout 4.0.3 py38haa95532_0
|
||||
attrs 24.2.0 py38haa95532_0
|
||||
backcall 0.2.0 pyh9f0ad1d_0 conda-forge
|
||||
backports 1.0 pyhd8ed1ab_4 conda-forge
|
||||
backports.tarfile 1.2.0 pyhd8ed1ab_0 conda-forge
|
||||
blas 1.0 mkl
|
||||
blinker 1.6.2 py38haa95532_0
|
||||
bottleneck 1.3.7 py38h9128911_0
|
||||
brotli 1.0.9 h827c3e9_9
|
||||
brotli-bin 1.0.9 h827c3e9_9
|
||||
brotli-python 1.0.9 py38hd77b12b_8
|
||||
c-ares 1.19.1 h2bbff1b_0
|
||||
ca-certificates 2025.4.26 h4c7d964_0 conda-forge
|
||||
cachecontrol 0.14.1 pyhd8ed1ab_0 conda-forge
|
||||
cachecontrol-with-filecache 0.14.1 pyhd8ed1ab_0 conda-forge
|
||||
cachetools 5.3.3 py38haa95532_0
|
||||
cachy 0.3.0 pyhd8ed1ab_1 conda-forge
|
||||
catalogue 2.0.10 py38haa95532_0
|
||||
certifi 2024.8.30 py38haa95532_0
|
||||
cffi 1.17.1 py38h827c3e9_0
|
||||
charset-normalizer 3.3.2 pyhd3eb1b0_0
|
||||
click 8.1.7 py38haa95532_0
|
||||
click-default-group 1.2.4 pyhd8ed1ab_0 conda-forge
|
||||
clikit 0.6.2 pyhd8ed1ab_2 conda-forge
|
||||
cloudpathlib 0.16.0 py38haa95532_1
|
||||
colorama 0.4.6 py38haa95532_0
|
||||
comm 0.2.2 pyhd8ed1ab_0 conda-forge
|
||||
conda-lock 1.4.0 py38haa95532_0
|
||||
confection 0.1.4 py38h9909e9c_0
|
||||
contourpy 1.0.5 py38h59b6b97_0
|
||||
crashtest 0.4.1 pyhd8ed1ab_0 conda-forge
|
||||
cryptography 41.0.3 py38h3438e0d_0
|
||||
cycler 0.11.0 pyhd3eb1b0_0
|
||||
cymem 2.0.6 py38hd77b12b_0
|
||||
cython-blis 0.7.9 py38h080aedc_0
|
||||
dawg2-python 0.9.0 pypi_0 pypi
|
||||
debugpy 1.6.7 py38hd3f51b4_0 conda-forge
|
||||
decorator 5.1.1 pyhd8ed1ab_0 conda-forge
|
||||
distlib 0.3.9 pyhd8ed1ab_0 conda-forge
|
||||
ensureconda 1.4.4 pyhd8ed1ab_0 conda-forge
|
||||
executing 2.1.0 pyhd8ed1ab_0 conda-forge
|
||||
filelock 3.13.1 py38haa95532_0
|
||||
flatbuffers 2.0.0 h6c2663c_0
|
||||
fonttools 4.51.0 py38h2bbff1b_0
|
||||
freetype 2.13.3 h0620614_0
|
||||
frozenlist 1.4.0 py38h2bbff1b_0
|
||||
fsspec 2024.6.1 py38haa95532_0
|
||||
gast 0.4.0 pyhd3eb1b0_0
|
||||
giflib 5.2.2 h7edc060_0
|
||||
gmpy2 2.1.2 py38h7f96b67_0
|
||||
google-auth 2.29.0 py38haa95532_0
|
||||
google-auth-oauthlib 0.4.4 pyhd3eb1b0_0
|
||||
google-pasta 0.2.0 pyhd3eb1b0_0
|
||||
grpc-cpp 1.48.2 hf108199_0
|
||||
grpcio 1.48.2 py38hf108199_0
|
||||
h5py 3.11.0 py38hed405ee_0
|
||||
hdf5 1.12.1 h51c971a_3
|
||||
html5lib 1.1 pyhd8ed1ab_1 conda-forge
|
||||
icc_rt 2022.1.0 h6049295_2
|
||||
icu 58.2 ha925a31_3
|
||||
idna 3.7 py38haa95532_0
|
||||
importlib-metadata 7.0.1 py38haa95532_0
|
||||
importlib_resources 6.4.5 pyhd8ed1ab_0 conda-forge
|
||||
intel-openmp 2023.1.0 h59b6b97_46320
|
||||
ipykernel 6.29.5 pyh4bbf305_0 conda-forge
|
||||
ipython 8.12.2 pyh08f2357_0 conda-forge
|
||||
jaraco.classes 3.4.0 pyhd8ed1ab_1 conda-forge
|
||||
jaraco.context 5.3.0 pyhd8ed1ab_1 conda-forge
|
||||
jaraco.functools 4.0.0 pyhd8ed1ab_0 conda-forge
|
||||
jedi 0.19.1 pyhd8ed1ab_0 conda-forge
|
||||
jinja2 3.1.4 py38haa95532_0
|
||||
joblib 1.4.2 py38haa95532_0
|
||||
jpeg 9e h827c3e9_3
|
||||
jupyter_client 8.6.3 pyhd8ed1ab_0 conda-forge
|
||||
jupyter_core 5.7.2 py38haa244fe_0 conda-forge
|
||||
kagglehub 0.2.7 py38haa95532_0
|
||||
keras 2.10.0 py38haa95532_0
|
||||
keras-preprocessing 1.1.2 pyhd3eb1b0_0
|
||||
keyring 25.5.0 pyh7428d3b_0 conda-forge
|
||||
kiwisolver 1.4.4 py38hd77b12b_0
|
||||
krb5 1.20.1 h5b6d351_1
|
||||
langcodes 3.3.0 pyhd3eb1b0_0
|
||||
lcms2 2.16 hb4a4139_0
|
||||
lerc 4.0.0 h5da7b33_0
|
||||
libbrotlicommon 1.0.9 h827c3e9_9
|
||||
libbrotlidec 1.0.9 h827c3e9_9
|
||||
libbrotlienc 1.0.9 h827c3e9_9
|
||||
libclang 14.0.6 default_hb5a9fac_2
|
||||
libclang13 14.0.6 default_h8e68704_2
|
||||
libcurl 8.9.1 h0416ee5_0
|
||||
libdeflate 1.22 h5bf469e_0
|
||||
libffi 3.4.4 hd77b12b_1
|
||||
libpng 1.6.39 h8cc25b3_0
|
||||
libpq 12.15 hb652d5d_1
|
||||
libprotobuf 3.20.3 h23ce68f_0
|
||||
libsodium 1.0.18 h8d14728_1 conda-forge
|
||||
libssh2 1.10.0 hcd4344a_2
|
||||
libtiff 4.5.1 h44ae7cf_1
|
||||
libuv 1.48.0 h827c3e9_0
|
||||
libwebp-base 1.3.2 h3d04722_1
|
||||
lz4-c 1.9.4 h2bbff1b_1
|
||||
markdown 3.4.1 py38haa95532_0
|
||||
markdown-it-py 2.2.0 py38haa95532_1
|
||||
markupsafe 2.1.3 py38h2bbff1b_0
|
||||
matplotlib 3.7.2 py38haa95532_0
|
||||
matplotlib-base 3.7.2 py38h4ed8f06_0
|
||||
matplotlib-inline 0.1.7 pyhd8ed1ab_0 conda-forge
|
||||
mdurl 0.1.0 py38haa95532_0
|
||||
mkl 2023.1.0 h6b88ed4_46358
|
||||
mkl-service 2.4.0 py38h2bbff1b_1
|
||||
mkl_fft 1.3.8 py38h2bbff1b_0
|
||||
mkl_random 1.2.4 py38h59b6b97_0
|
||||
more-itertools 10.5.0 pyhd8ed1ab_0 conda-forge
|
||||
mpc 1.1.0 h7edee0f_1
|
||||
mpfr 4.0.2 h62dcd97_1
|
||||
mpir 3.0.0 hec2e145_1
|
||||
mpmath 1.3.0 py38haa95532_0
|
||||
msgpack-python 1.0.5 py38hb1fd069_0 conda-forge
|
||||
multidict 6.0.4 py38h2bbff1b_0
|
||||
murmurhash 1.0.7 py38hd77b12b_0
|
||||
nest-asyncio 1.6.0 pyhd8ed1ab_0 conda-forge
|
||||
networkx 3.1 py38haa95532_0
|
||||
nltk 3.9.1 py38haa95532_0
|
||||
numexpr 2.8.4 py38h7b80656_1
|
||||
numpy 1.24.3 py38h79a8e48_1
|
||||
numpy-base 1.24.3 py38h8a87ada_1
|
||||
oauthlib 3.2.2 py38haa95532_0
|
||||
openjpeg 2.5.2 hae555c5_0
|
||||
openssl 1.1.1w h2bbff1b_0
|
||||
opt_einsum 3.3.0 pyhd3eb1b0_1
|
||||
packaging 24.1 py38haa95532_0
|
||||
pandas 2.0.3 py38h4ed8f06_0
|
||||
parso 0.8.4 pyhd8ed1ab_0 conda-forge
|
||||
pastel 0.2.1 pyhd8ed1ab_0 conda-forge
|
||||
pickleshare 0.7.5 py_1003 conda-forge
|
||||
pillow 10.4.0 py38h827c3e9_0
|
||||
pip 24.2 py38haa95532_0
|
||||
pkginfo 1.12.0 pyhd8ed1ab_0 conda-forge
|
||||
platformdirs 3.10.0 py38haa95532_0
|
||||
ply 3.11 py38_0
|
||||
pooch 1.7.0 py38haa95532_0
|
||||
preshed 3.0.6 py38h6c2663c_0
|
||||
prompt-toolkit 3.0.48 pyha770c72_0 conda-forge
|
||||
prompt_toolkit 3.0.48 hd8ed1ab_1 conda-forge
|
||||
protobuf 3.20.3 py38hd77b12b_0
|
||||
psutil 5.9.5 py38h91455d4_0 conda-forge
|
||||
pure_eval 0.2.3 pyhd8ed1ab_0 conda-forge
|
||||
pyasn1 0.4.8 pyhd3eb1b0_0
|
||||
pyasn1-modules 0.2.8 py_0
|
||||
pycparser 2.21 pyhd3eb1b0_0
|
||||
pydantic 2.8.2 py38haa95532_0
|
||||
pydantic-core 2.20.1 py38hefb1915_0
|
||||
pygments 2.18.0 pyhd8ed1ab_0 conda-forge
|
||||
pyjwt 2.8.0 py38haa95532_0
|
||||
pylev 1.4.0 pyhd8ed1ab_0 conda-forge
|
||||
pymorphy3 2.0.3 pypi_0 pypi
|
||||
pymorphy3-dicts-ru 2.4.417150.4580142 pypi_0 pypi
|
||||
pyopenssl 23.2.0 py38haa95532_0
|
||||
pyparsing 3.0.9 py38haa95532_0
|
||||
pyqt 5.15.10 py38hd77b12b_0
|
||||
pyqt5-sip 12.13.0 py38h2bbff1b_0
|
||||
pysocks 1.7.1 py38haa95532_0
|
||||
python 3.8.18 h6244533_0
|
||||
python-dateutil 2.9.0 pyhd8ed1ab_0 conda-forge
|
||||
python-flatbuffers 24.3.25 py38haa95532_0
|
||||
python-tzdata 2025.2 pyhd3eb1b0_0
|
||||
python_abi 3.8 2_cp38 conda-forge
|
||||
pytorch 2.3.0 cpu_py38h482c993_1
|
||||
pytz 2024.1 py38haa95532_0
|
||||
pywin32 304 py38hd3f51b4_2 conda-forge
|
||||
pywin32-ctypes 0.2.3 py38haa244fe_0 conda-forge
|
||||
pyyaml 6.0 py38h91455d4_5 conda-forge
|
||||
pyzmq 25.0.2 py38ha85f68a_0 conda-forge
|
||||
qt-main 5.15.2 h6072711_9
|
||||
re2 2022.04.01 hd77b12b_0
|
||||
regex 2024.9.11 py38h827c3e9_0
|
||||
requests 2.32.3 py38haa95532_0
|
||||
requests-oauthlib 2.0.0 py38haa95532_0
|
||||
rich 13.7.1 py38haa95532_0
|
||||
rsa 4.7.2 pyhd3eb1b0_1
|
||||
ru-core-news-md 3.7.0 pypi_0 pypi
|
||||
ruamel.yaml 0.17.22 py38h91455d4_0 conda-forge
|
||||
ruamel.yaml.clib 0.2.7 py38h91455d4_1 conda-forge
|
||||
scikit-learn 1.3.0 py38h4ed8f06_1
|
||||
scipy 1.10.1 py38hdcfc7df_1
|
||||
setuptools 75.1.0 py38haa95532_0
|
||||
shellingham 1.5.0 py38haa95532_0
|
||||
sip 6.7.12 py38hd77b12b_0
|
||||
six 1.16.0 pyhd3eb1b0_1
|
||||
smart_open 5.2.1 py38haa95532_0
|
||||
snappy 1.2.1 hcdb6601_0
|
||||
spacy 3.7.2 py38hef0f399_0
|
||||
spacy-legacy 3.0.12 py38haa95532_0
|
||||
spacy-loggers 1.0.4 py38haa95532_0
|
||||
sqlite 3.45.3 h2bbff1b_0
|
||||
srsly 2.4.8 py38hd77b12b_1
|
||||
stack_data 0.6.2 pyhd8ed1ab_0 conda-forge
|
||||
sympy 1.13.3 py38haa95532_0
|
||||
tbb 2021.8.0 h59b6b97_0
|
||||
tensorboard 2.10.0 py38haa95532_0
|
||||
tensorboard-data-server 0.6.1 py38haa95532_0
|
||||
tensorboard-plugin-wit 1.8.1 py38haa95532_0
|
||||
tensorflow 2.10.0 mkl_py38ha5c4042_0
|
||||
tensorflow-base 2.10.0 mkl_py38h6a7f48e_0
|
||||
tensorflow-estimator 2.10.0 py38haa95532_0
|
||||
termcolor 2.1.0 py38haa95532_0
|
||||
thinc 8.2.2 py38hf497b98_0
|
||||
threadpoolctl 3.5.0 py38h9909e9c_0
|
||||
tomli 2.0.2 pyhd8ed1ab_0 conda-forge
|
||||
tomlkit 0.13.2 pyha770c72_0 conda-forge
|
||||
toolz 0.12.1 pyhd8ed1ab_0 conda-forge
|
||||
tornado 6.3 py38h91455d4_0 conda-forge
|
||||
tqdm 4.66.5 py38h9909e9c_0
|
||||
traitlets 5.14.3 pyhd8ed1ab_0 conda-forge
|
||||
typer 0.9.0 py38haa95532_0
|
||||
typing-extensions 4.11.0 py38haa95532_0
|
||||
typing_extensions 4.11.0 py38haa95532_0
|
||||
ucrt 10.0.22621.0 h57928b3_1 conda-forge
|
||||
unicodedata2 15.1.0 py38h2bbff1b_0
|
||||
urllib3 2.2.3 py38haa95532_0
|
||||
vc 14.42 haa95532_5
|
||||
virtualenv 20.27.1 pyhd8ed1ab_0 conda-forge
|
||||
vs2015_runtime 14.42.34433 hbfb602d_5
|
||||
wasabi 0.9.1 py38haa95532_0
|
||||
wcwidth 0.2.13 pyhd8ed1ab_0 conda-forge
|
||||
weasel 0.3.4 py38haa95532_0
|
||||
webencodings 0.5.1 pyhd8ed1ab_2 conda-forge
|
||||
werkzeug 3.0.3 py38haa95532_0
|
||||
wheel 0.44.0 py38haa95532_0
|
||||
win_inet_pton 1.1.0 py38haa95532_0
|
||||
wrapt 1.14.1 py38h2bbff1b_0
|
||||
xz 5.6.4 h4754444_1
|
||||
yaml 0.2.5 h8ffe710_2 conda-forge
|
||||
yarl 1.11.0 py38h827c3e9_0
|
||||
zeromq 4.3.4 h0e60522_1 conda-forge
|
||||
zipp 3.20.2 py38haa95532_0
|
||||
zlib 1.2.13 h8cc25b3_1
|
||||
zstd 1.5.6 h8880b57_0
|
||||
Reference in New Issue
Block a user