added noisy plots to notebooks

chr-peters · Jun 8, 2021 · 32163b8 · 32163b8
1 parent e9b0bdd
commit 32163b8
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Showing 2 changed files with 25 additions and 2 deletions.
diff --git a/notebooks/ratio_plots.ipynb b/notebooks/ratio_plots.ipynb
@@ -7,7 +7,7 @@
  "outputs": [],
  "source": [
  "from sketching import settings\n",
- "from sketching.datasets import Dataset, Covertype_Sklearn, KDDCup_Sklearn, Webspam_libsvm, Synthetic_Dataset\n",
+ "from sketching.datasets import Dataset, Covertype_Sklearn, KDDCup_Sklearn, Webspam_libsvm, Synthetic_Dataset, NoisyDataset\n",
  "\n",
  "import pandas as pd\n",
  "\n",
@@ -91,6 +91,7 @@
  " \"covertype_sklearn\": \"Covertype\",\n",
  " \"kddcup_sklearn\": \"Kddcup\",\n",
  " \"webspam_libsvm_desparsed\": \"Webspam\",\n",
+ " \"webspam_libsvm_desparsed_noisy\": \"Webspam, 1\\% noisy\",\n",
  " \"synthetic_n_100000\": \"Synthetic\"\n",
  " }\n",
  "\n",
@@ -163,6 +164,16 @@
  "dataset = Synthetic_Dataset(n_rows=100000)\n",
  "make_plot(dataset, x_min=0, x_max=3000, y_min=1, y_max=35)"
  ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dataset = NoisyDataset(dataset=Webspam_libsvm(), percentage=0.01, std=10)\n",
+ "make_plot(dataset, x_min=0, x_max=15000, y_min=1, y_max=10)"
+ ]
  }
  ],
  "metadata": {

diff --git a/notebooks/runtime_plots.ipynb b/notebooks/runtime_plots.ipynb
@@ -7,7 +7,7 @@
  "outputs": [],
  "source": [
  "from sketching import settings\n",
- "from sketching.datasets import Dataset, Covertype_Sklearn, KDDCup_Sklearn, Webspam_libsvm, Synthetic_Dataset\n",
+ "from sketching.datasets import Dataset, Covertype_Sklearn, KDDCup_Sklearn, Webspam_libsvm, Synthetic_Dataset, NoisyDataset\n",
  "\n",
  "import pandas as pd\n",
  "\n",
@@ -88,6 +88,7 @@
  " \"covertype_sklearn\": \"Covertype\",\n",
  " \"kddcup_sklearn\": \"Kddcup\",\n",
  " \"webspam_libsvm_desparsed\": \"Webspam\",\n",
+ " \"webspam_libsvm_desparsed_noisy\": \"Webspam, 1\\% noisy\",\n",
  " \"synthetic_n_100000\": \"Synthetic\"\n",
  " }\n",
  "\n",
@@ -167,6 +168,17 @@
  "make_plot(dataset, x_min=None, x_max=None, y_min=None, y_max=None, sampling_time=False)\n",
  "make_plot(dataset, x_min=None, x_max=None, y_min=None, y_max=None, sampling_time=True)"
  ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": [
+ "dataset = NoisyDataset(dataset=Webspam_libsvm(), percentage=0.01, std=10)\n",
+ "make_plot(dataset, x_min=None, x_max=None, y_min=1, y_max=2, sampling_time=False)\n",
+ "make_plot(dataset, x_min=None, x_max=None, y_min=1, y_max=2, sampling_time=True)"
+ ]
  }
  ],
  "metadata": {