From c886d29ae9c07056af14793b3be6ad35a6a28134 Mon Sep 17 00:00:00 2001
From: malvinat <malvinat@DESKTOP-ROBOE9P>
Date: Fri, 25 Oct 2024 22:43:51 +0300
Subject: [PATCH 1/3] fixed orthographical mistake

---
 .../assignment_word2vec.ipynb                 | 34 ++++++++++++++-----
 1 file changed, 26 insertions(+), 8 deletions(-)

diff --git a/homeworks/assignment14_word2vec/assignment_word2vec.ipynb b/homeworks/assignment14_word2vec/assignment_word2vec.ipynb
index 2e7e4563..337e4141 100644
--- a/homeworks/assignment14_word2vec/assignment_word2vec.ipynb
+++ b/homeworks/assignment14_word2vec/assignment_word2vec.ipynb
@@ -32,16 +32,25 @@
    },
    "outputs": [],
    "source": [
-    "#!pip install --upgrade nltk bokeh umap-learn"
+    "!pip install --upgrade nltk bokeh umap-learn"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {
     "id": "pqPU4Lu2qU0h"
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "C:\\Users\\vgrya\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\tqdm\\auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
+      "  from .autonotebook import tqdm as notebook_tqdm\n"
+     ]
+    }
+   ],
    "source": [
     "import itertools\n",
     "import random\n",
@@ -66,7 +75,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
@@ -74,7 +83,16 @@
     "id": "8Fbx57z3qU0i",
     "outputId": "699ab6a7-41b9-402f-b842-039142bea06a"
    },
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "'wget' is not recognized as an internal or external command,\n",
+      "operable program or batch file.\n"
+     ]
+    }
+   ],
    "source": [
     "# download the data:\n",
     "!wget https://www.dropbox.com/s/obaitrix9jyu84r/quora.txt?dl=1 -O ./quora.txt -nc\n",
@@ -263,7 +281,7 @@
    "metadata": {},
    "source": [
     "#### Подзадача №1: subsampling\n",
-    "Для того, чтобы сгладить разницу в частоте встречаемсости слов, необходимо реализовать механизм subsampling'а.\n",
+    "Для того, чтобы сгладить разницу в частоте встречаемости слов, необходимо реализовать механизм subsampling'а.\n",
     "Для этого вам необходимо реализовать функцию ниже.\n",
     "\n",
     "Вероятность **исключить** слово из обучения (на фиксированном шаге) вычисляется как\n",
@@ -863,7 +881,7 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "py3_research",
+   "display_name": "Python 3",
    "language": "python",
    "name": "python3"
   },
@@ -877,7 +895,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.2"
+   "version": "3.11.9"
   }
  },
  "nbformat": 4,

From ea981b4655ea7aa2b2e8a6697c9bdf584d69b5c4 Mon Sep 17 00:00:00 2001
From: malvinat <malvinat@DESKTOP-ROBOE9P>
Date: Fri, 25 Oct 2024 22:46:20 +0300
Subject: [PATCH 2/3] Revert "fixed orthographical mistake"

This reverts commit c886d29ae9c07056af14793b3be6ad35a6a28134.

	modified:   homeworks/assignment14_word2vec/assignment_word2vec.ipynb
---
 .../assignment_word2vec.ipynb                 | 34 +++++--------------
 1 file changed, 8 insertions(+), 26 deletions(-)

diff --git a/homeworks/assignment14_word2vec/assignment_word2vec.ipynb b/homeworks/assignment14_word2vec/assignment_word2vec.ipynb
index 337e4141..2e7e4563 100644
--- a/homeworks/assignment14_word2vec/assignment_word2vec.ipynb
+++ b/homeworks/assignment14_word2vec/assignment_word2vec.ipynb
@@ -32,25 +32,16 @@
    },
    "outputs": [],
    "source": [
-    "!pip install --upgrade nltk bokeh umap-learn"
+    "#!pip install --upgrade nltk bokeh umap-learn"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {
     "id": "pqPU4Lu2qU0h"
    },
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "C:\\Users\\vgrya\\AppData\\Local\\Packages\\PythonSoftwareFoundation.Python.3.11_qbz5n2kfra8p0\\LocalCache\\local-packages\\Python311\\site-packages\\tqdm\\auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
-      "  from .autonotebook import tqdm as notebook_tqdm\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "import itertools\n",
     "import random\n",
@@ -75,7 +66,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {
     "colab": {
      "base_uri": "https://localhost:8080/"
@@ -83,16 +74,7 @@
     "id": "8Fbx57z3qU0i",
     "outputId": "699ab6a7-41b9-402f-b842-039142bea06a"
    },
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "'wget' is not recognized as an internal or external command,\n",
-      "operable program or batch file.\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# download the data:\n",
     "!wget https://www.dropbox.com/s/obaitrix9jyu84r/quora.txt?dl=1 -O ./quora.txt -nc\n",
@@ -281,7 +263,7 @@
    "metadata": {},
    "source": [
     "#### Подзадача №1: subsampling\n",
-    "Для того, чтобы сгладить разницу в частоте встречаемости слов, необходимо реализовать механизм subsampling'а.\n",
+    "Для того, чтобы сгладить разницу в частоте встречаемсости слов, необходимо реализовать механизм subsampling'а.\n",
     "Для этого вам необходимо реализовать функцию ниже.\n",
     "\n",
     "Вероятность **исключить** слово из обучения (на фиксированном шаге) вычисляется как\n",
@@ -881,7 +863,7 @@
    "provenance": []
   },
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "py3_research",
    "language": "python",
    "name": "python3"
   },
@@ -895,7 +877,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.9"
+   "version": "3.11.2"
   }
  },
  "nbformat": 4,

From 5064e0f1cac77ebc45c9b967f8ebacbea4adfeb2 Mon Sep 17 00:00:00 2001
From: malvinat <malvinat@DESKTOP-ROBOE9P>
Date: Fri, 25 Oct 2024 22:47:49 +0300
Subject: [PATCH 3/3] fixed orthographical mistake

---
 homeworks/assignment14_word2vec/assignment_word2vec.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/homeworks/assignment14_word2vec/assignment_word2vec.ipynb b/homeworks/assignment14_word2vec/assignment_word2vec.ipynb
index 2e7e4563..1de691ee 100644
--- a/homeworks/assignment14_word2vec/assignment_word2vec.ipynb
+++ b/homeworks/assignment14_word2vec/assignment_word2vec.ipynb
@@ -263,7 +263,7 @@
    "metadata": {},
    "source": [
     "#### Подзадача №1: subsampling\n",
-    "Для того, чтобы сгладить разницу в частоте встречаемсости слов, необходимо реализовать механизм subsampling'а.\n",
+    "Для того, чтобы сгладить разницу в частоте встречаемости слов, необходимо реализовать механизм subsampling'а.\n",
     "Для этого вам необходимо реализовать функцию ниже.\n",
     "\n",
     "Вероятность **исключить** слово из обучения (на фиксированном шаге) вычисляется как\n",