diff --git a/l5/TM-Lab5.ipynb b/l5/TM-Lab5.ipynb index ef014de779bbc9c3358c53afeed9d296716e0460..04bf3af94fa21022bb29aa54484ece376059110d 100644 --- a/l5/TM-Lab5.ipynb +++ b/l5/TM-Lab5.ipynb @@ -38,7 +38,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 1, "metadata": { "deletable": false, "editable": false, @@ -84,7 +84,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 2, "metadata": { "deletable": false, "editable": false, @@ -118,7 +118,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -192,7 +192,7 @@ "4 Company " ] }, - "execution_count": 15, + "execution_count": 3, "metadata": {}, "output_type": "execute_result" } @@ -222,15 +222,15 @@ }, { "cell_type": "code", - "execution_count": 37, + "execution_count": 4, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "/Users/jackkolm/Documents/TextMining/text-mining/l5/.venv/lib/python3.12/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" + "/courses/TDDE16/venv/lib/python3.10/site-packages/sentence_transformers/cross_encoder/CrossEncoder.py:13: TqdmExperimentalWarning: Using `tqdm.autonotebook.tqdm` in notebook mode. Use `tqdm.tqdm` instead to force console mode (e.g. in jupyter console)\n", + " from tqdm.autonotebook import tqdm, trange\n" ] } ], @@ -248,21 +248,21 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 5, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "array([[ 0.01919575, 0.12008538, 0.15959834, ..., -0.00536288,\n", - " -0.08109502, 0.0502134 ],\n", - " [-0.01869036, 0.04151869, 0.07431548, ..., 0.00486597,\n", - " -0.06190436, 0.03187511],\n", - " [ 0.136502 , 0.08227322, -0.02526164, ..., 0.08762044,\n", - " 0.03045844, -0.01075753]], dtype=float32)" + "array([[ 0.01919573, 0.12008536, 0.15959828, ..., -0.0053629 ,\n", + " -0.08109505, 0.05021338],\n", + " [-0.01869039, 0.04151868, 0.07431544, ..., 0.00486597,\n", + " -0.06190441, 0.03187514],\n", + " [ 0.136502 , 0.08227322, -0.02526165, ..., 0.08762047,\n", + " 0.03045845, -0.01075752]], dtype=float32)" ] }, - "execution_count": 38, + "execution_count": 5, "metadata": {}, "output_type": "execute_result" } @@ -285,7 +285,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -294,7 +294,7 @@ "(3, 384)" ] }, - "execution_count": 39, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -313,7 +313,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 7, "metadata": { "deletable": false, "nbgrader": { @@ -328,15 +328,7 @@ "task": false } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "1500\n" - ] - } - ], + "outputs": [], "source": [ "new_sentences = np.array(df['sentence'])\n", "embeddings = model.encode(new_sentences)\n", @@ -346,7 +338,7 @@ }, { "cell_type": "code", - "execution_count": 54, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -377,7 +369,7 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": 9, "metadata": { "deletable": false, "editable": false, @@ -410,7 +402,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 10, "metadata": { "deletable": false, "nbgrader": { @@ -425,33 +417,7 @@ "task": false } }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[t-SNE] Computing 91 nearest neighbors...\n", - "[t-SNE] Indexed 1500 samples in 0.003s...\n", - "[t-SNE] Computed neighbors for 1500 samples in 0.133s...\n", - "[t-SNE] Computed conditional probabilities for sample 1000 / 1500\n", - "[t-SNE] Computed conditional probabilities for sample 1500 / 1500\n", - "[t-SNE] Mean sigma: 0.267497\n", - "[t-SNE] KL divergence after 250 iterations with early exaggeration: 67.726212\n", - "[t-SNE] KL divergence after 1000 iterations: 1.638088\n", - "1500\n" - ] - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "<Figure size 640x480 with 1 Axes>" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "#import matplotlib as plt\n", "import matplotlib.pyplot as plt\n", @@ -475,6 +441,7 @@ " print(tsne.shape[0])\n", " colors = [\"r\", \"g\", \"b\"]\n", " color_array = []\n", + " uniques = np.unique(labels)\n", " for label in labels:\n", " color_index = np.where(uniques == label)[0][0]\n", " color_array.append(colors[color_index])\n", @@ -492,7 +459,7 @@ }, { "cell_type": "code", - "execution_count": 95, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -500,35 +467,19 @@ "output_type": "stream", "text": [ "[t-SNE] Computing 91 nearest neighbors...\n", - "[t-SNE] Indexed 1500 samples in 0.001s...\n", - "[t-SNE] Computed neighbors for 1500 samples in 0.129s...\n", + "[t-SNE] Indexed 1500 samples in 0.002s...\n", + "[t-SNE] Computed neighbors for 1500 samples in 0.059s...\n", "[t-SNE] Computed conditional probabilities for sample 1000 / 1500\n", "[t-SNE] Computed conditional probabilities for sample 1500 / 1500\n", "[t-SNE] Mean sigma: 0.267497\n", - "[t-SNE] KL divergence after 250 iterations with early exaggeration: 67.732040\n", - "[t-SNE] KL divergence after 1000 iterations: 1.634641\n", + "[t-SNE] KL divergence after 250 iterations with early exaggeration: 67.726402\n", + "[t-SNE] KL divergence after 1000 iterations: 1.615899\n", "1500\n" ] }, { "data": { - "text/plain": [ - "array([[-32.316223 , -12.787223 ],\n", - " [-23.590061 , 6.0549374],\n", - " [-30.939022 , -3.5711107],\n", - " ...,\n", - " [ 0.5974407, -5.000205 ],\n", - " [ -8.929785 , 2.4119117],\n", - " [ -2.0163143, 8.757316 ]], dtype=float32)" - ] - }, - "execution_count": 95, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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", "text/plain": [ "<Figure size 640x480 with 1 Axes>" ] @@ -565,7 +516,7 @@ }, { "cell_type": "code", - "execution_count": 96, + "execution_count": 12, "metadata": { "deletable": false, "editable": false, @@ -597,7 +548,7 @@ }, { "cell_type": "code", - "execution_count": 97, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -706,7 +657,7 @@ "4673 Neil Lennon stepped down on Thursday as Celtic manager . The Northern Irishman led the club to three Scottish Premiership titles throughout his four-year spell in charge . Falkenbergs FF manager Henrik Larsson has since been widely tipped to take charge at Celtic Park . " ] }, - "execution_count": 97, + "execution_count": 13, "metadata": {}, "output_type": "execute_result" } @@ -737,7 +688,7 @@ }, { "cell_type": "code", - "execution_count": 105, + "execution_count": 14, "metadata": { "deletable": false, "editable": false, @@ -760,7 +711,7 @@ }, { "cell_type": "code", - "execution_count": 112, + "execution_count": 15, "metadata": { "deletable": false, "nbgrader": { @@ -805,7 +756,7 @@ }, { "cell_type": "code", - "execution_count": 113, + "execution_count": 16, "metadata": { "deletable": false, "editable": false, @@ -867,7 +818,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 75, "metadata": { "deletable": false, "nbgrader": { @@ -897,8 +848,27 @@ " Returns:\n", " A summary of `n` extracted sentences, as a single string.\n", " \"\"\"\n", - " # YOUR CODE HERE\n", - " raise NotImplementedError()" + " centroid = vectors.mean(axis=0)\n", + " picked_indexes = []\n", + "\n", + " for _ in range(n):\n", + " best_score = 0\n", + " best_index = 0\n", + "\n", + " for index in range(len(vectors)):\n", + " relevance = cosine_similarity(vectors[index].reshape(1, -1), centroid.reshape(1, -1))\n", + "\n", + " redundancies = [cosine_similarity(vectors[index].reshape(1, -1), vectors[i].reshape(1, -1)) for i in picked_indexes]\n", + " \n", + " score = relevance - max(redundancies, default=0)\n", + "\n", + " if score > best_score and index not in picked_indexes:\n", + " best_score = score\n", + " best_index = index\n", + "\n", + " picked_indexes.append(best_index)\n", + "\n", + " return \" \".join(sentences[i] for i in picked_indexes)" ] }, { @@ -912,9 +882,62 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 76, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "<div>\n", + "<style scoped>\n", + " .dataframe tbody tr th:only-of-type {\n", + " vertical-align: middle;\n", + " }\n", + "\n", + " .dataframe tbody tr th {\n", + " vertical-align: top;\n", + " }\n", + "\n", + " .dataframe thead th {\n", + " text-align: right;\n", + " }\n", + "</style>\n", + "<table border=\"1\" class=\"dataframe\">\n", + " <thead>\n", + " <tr style=\"text-align: right;\">\n", + " <th></th>\n", + " <th>article</th>\n", + " <th>highlights</th>\n", + " <th>summary</th>\n", + " </tr>\n", + " </thead>\n", + " <tbody>\n", + " <tr>\n", + " <th>0</th>\n", + " <td>The Premier League has announced that next season's competition will begin on August 8. The Barclays Premier League season will be followed by the European Championship, and the Premier League's move could allow England manager Roy Hodgson additional time to prepare his side, should they qualify for the tournament. In a short Twitter posting, the Premier League stated: 'The 2015/16 BPL season will kick off on Saturday 8 August'. Next season's Premier League campaign will start on August 8 . The Premier League announced the news on Twitter on Wednesday . The move could allow Roy Hodgson more time to prepare his squad for Euro 2016, if England qualify . The season will finish early in the calendar due to the scheduling of the Euros and Champions League final. The FA Cup third round will be the first fixture to be played next year due to how the 2016 calendar falls resulting in less congestion during the holiday period. The date for the final day of the season has yet to be announced. It will not be the earliest start to a Premier League campaign, with that remaining the August 7 opening day of the 1999-2000 season.</td>\n", + " <td>The earliest the Premier League season has ever begun is August 7 . The next Premier League campaign will kick off on August 8 . The move could give England more time to prepare for Euro 2016 .</td>\n", + " <td>The Premier League has announced that next season's competition will begin on August 8. The move could allow Roy Hodgson more time to prepare his squad for Euro 2016, if England qualify . The Premier League announced the news on Twitter on Wednesday .</td>\n", + " </tr>\n", + " </tbody>\n", + "</table>\n", + "</div>" + ], + "text/plain": [ + " article \\\n", + "0 The Premier League has announced that next season's competition will begin on August 8. The Barclays Premier League season will be followed by the European Championship, and the Premier League's move could allow England manager Roy Hodgson additional time to prepare his side, should they qualify for the tournament. In a short Twitter posting, the Premier League stated: 'The 2015/16 BPL season will kick off on Saturday 8 August'. Next season's Premier League campaign will start on August 8 . The Premier League announced the news on Twitter on Wednesday . The move could allow Roy Hodgson more time to prepare his squad for Euro 2016, if England qualify . The season will finish early in the calendar due to the scheduling of the Euros and Champions League final. The FA Cup third round will be the first fixture to be played next year due to how the 2016 calendar falls resulting in less congestion during the holiday period. The date for the final day of the season has yet to be announced. It will not be the earliest start to a Premier League campaign, with that remaining the August 7 opening day of the 1999-2000 season. \n", + "\n", + " highlights \\\n", + "0 The earliest the Premier League season has ever begun is August 7 . The next Premier League campaign will kick off on August 8 . The move could give England more time to prepare for Euro 2016 . \n", + "\n", + " summary \n", + "0 The Premier League has announced that next season's competition will begin on August 8. The move could allow Roy Hodgson more time to prepare his squad for Euro 2016, if England qualify . The Premier League announced the news on Twitter on Wednesday . " + ] + }, + "execution_count": 76, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ "news = short_news_df.iloc[4]\n", "sents, vecs = get_sentences_and_embeddings(news[\"article\"])\n", @@ -1548,7 +1571,6 @@ }, { "cell_type": "markdown", - "id": "125ccdbd-4375-4d2f-8b1d-f47097ef2e84", "metadata": {}, "source": [ "**Congratulations on finishing this lab! 👍**\n", @@ -1563,7 +1585,6 @@ { "cell_type": "code", "execution_count": null, - "id": "f3ad192d-7557-4cd9-9ead-6699b8de9114", "metadata": {}, "outputs": [], "source": [] @@ -1571,7 +1592,7 @@ ], "metadata": { "kernelspec": { - "display_name": ".venv", + "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, @@ -1585,7 +1606,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.12.0" + "version": "3.10.12" } }, "nbformat": 4,