Add lec4 examples

Add lec3 examples
Add lec2 example
2025-04-30 12:17:40 +04:00 · 2025-04-30 12:17:29 +04:00 · 2025-04-30 12:16:56 +04:00
55 changed files with 9654 additions and 57 deletions
--- a/data/-cat.jpg
+++ b/data/-cat.jpg
--- a/data/-dog.jpg
+++ b/data/-dog.jpg
--- a/data/text/tz_01.docx
+++ b/data/text/tz_01.docx
--- a/data/text/tz_02.docx
+++ b/data/text/tz_02.docx
--- a/data/text/tz_03.docx
+++ b/data/text/tz_03.docx
--- a/data/text/tz_04.docx
+++ b/data/text/tz_04.docx
--- a/data/text/tz_05.docx
+++ b/data/text/tz_05.docx
--- a/data/text/tz_06.docx
+++ b/data/text/tz_06.docx
--- a/data/text/tz_07.docx
+++ b/data/text/tz_07.docx
--- a/data/text/tz_08.docx
+++ b/data/text/tz_08.docx
--- a/data/text/tz_09.docx
+++ b/data/text/tz_09.docx
--- a/data/text/tz_10.docx
+++ b/data/text/tz_10.docx
--- a/data/text/tz_11.docx
+++ b/data/text/tz_11.docx
--- a/data/text/tz_12.docx
+++ b/data/text/tz_12.docx
--- a/data/text/tz_13.docx
+++ b/data/text/tz_13.docx
--- a/data/text/tz_14.docx
+++ b/data/text/tz_14.docx
--- a/data/text/tz_15.docx
+++ b/data/text/tz_15.docx
--- a/data/text/tz_16.docx
+++ b/data/text/tz_16.docx
--- a/data/text/tz_17.docx
+++ b/data/text/tz_17.docx
--- a/data/text/tz_18.docx
+++ b/data/text/tz_18.docx
--- a/data/text/tz_19.docx
+++ b/data/text/tz_19.docx
--- a/data/text/tz_20.docx
+++ b/data/text/tz_20.docx
--- a/data/text/Архитектура,
+++ b/data/text/Архитектура,
--- a/data/text/Введение
+++ b/data/text/Введение
--- a/data/text/Встроенные
+++ b/data/text/Встроенные
--- a/data/text/Методологии
+++ b/data/text/Методологии
--- a/data/text/Методологии
+++ b/data/text/Методологии
--- a/декомпозиции.docx
+++ b/декомпозиции.docx
--- a/data/text/Модели
+++ b/data/text/Модели
--- a/проектирования.docx
+++ b/проектирования.docx
--- a/data/text/Непроцедурный
+++ b/data/text/Непроцедурный
--- a/data/text/Процедурное
+++ b/data/text/Процедурное
--- a/data/text/Системные
+++ b/data/text/Системные
--- a/data/text/Технология
+++ b/data/text/Технология
--- a/data/text/Требования
+++ b/data/text/Требования
--- a/data/text/Условия
+++ b/data/text/Условия
--- a/data/text/Характеристики
+++ b/data/text/Характеристики
--- a/проекта1.docx
+++ b/проекта1.docx
--- a/проекта2.docx
+++ b/проекта2.docx
--- a/проекта3.docx
+++ b/проекта3.docx
--- a/проекта4.docx
+++ b/проекта4.docx
--- a/проекта5.docx
+++ b/проекта5.docx
--- a/данными.docx
+++ b/данными.docx
--- a/lec2.ipynb
+++ b/lec2.ipynb
@ -1878,7 +1878,7 @@
 ],
 "metadata": {
  "kernelspec": {
-   "display_name": ".venv (3.13.3)",
+   "display_name": ".venv (3.12.10)",
   "language": "python",
   "name": "python3"
  },
--- a/lec3-1-lenet.ipynb
+++ b/lec3-1-lenet.ipynb
--- a/lec3-2-alexnet.ipynb
+++ b/lec3-2-alexnet.ipynb
--- a/lec3-3-transfer-learning.ipynb
+++ b/lec3-3-transfer-learning.ipynb
--- a/lec4-1-preprocessing.ipynb
+++ b/lec4-1-preprocessing.ipynb
--- a/lec4-2-nlp-dense.ipynb
+++ b/lec4-2-nlp-dense.ipynb
--- a/lec4-3-nlp-conv.ipynb
+++ b/lec4-3-nlp-conv.ipynb
--- a/lec4-4-nlp-rnn.ipynb
+++ b/lec4-4-nlp-rnn.ipynb
--- a/lec4-5-nlp-lstm.ipynb
+++ b/lec4-5-nlp-lstm.ipynb
--- a/lec4-6-nlp-blstm.ipynb
+++ b/lec4-6-nlp-blstm.ipynb
--- a/poetry.lock
+++ b/poetry.lock
--- a/pyproject.toml
+++ b/pyproject.toml
@ -16,8 +16,27 @@ jupyter = "^1.1.1"
 numpy = "^1.26.4"
 pandas = "^2.2.2"
 matplotlib = "^3.9.2"
+scikit-learn = "^1.5.2"
+kagglehub = "^0.3.12"
+mahotas = "^1.4.18"
+python-docx = "^1.1.2"
+spacy = "^3.7.5"
+ru_core_news_lg = {url = "https://github.com/explosion/spacy-models/releases/download/ru_core_news_lg-3.7.0/ru_core_news_lg-3.7.0-py3-none-any.whl"}
+gensim = "^4.3.3"
+bokeh = "^3.7.2"
 keras = "^3.9.2"
 jax = "^0.5.3"
+torch = "^2.7.0"
+torchaudio = "^2.7.0"
+torchvision = "^0.22.0"
+#torch = { version = "^2.7.0+cu128", source = "pytorch-cuda128" }
+#torchaudio = { version = "^2.7.0+cu128", source = "pytorch-cuda128" }
+#torchvision = { version = "^0.22.0+cu128", source = "pytorch-cuda128" }
+
+#[[tool.poetry.source]]
+#name = "pytorch-cuda128"
+#url = "https://download.pytorch.org/whl/cu128"
+#priority = "explicit"

 [build-system]
 requires = ["poetry-core"]
Author	SHA1	Message	Date
Aleksey Filippov	7469db0fac	Add lec4 examples	2025-04-30 12:17:40 +04:00
Aleksey Filippov	0ff44cf26c	Add lec3 examples	2025-04-30 12:17:29 +04:00
Aleksey Filippov	d6f0b2a349	Add lec2 example	2025-04-30 12:16:56 +04:00