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Signed-off-by: Christopher Schröder <[email protected]>
webis-de · Aug 19, 2023 · 301c2d0 · 301c2d0
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diff --git a/README.md b/README.md
@@ -1,7 +1,7 @@
-[![PyPI](https://img.shields.io/pypi/v/small-text/v1.3.1)](https://pypi.org/project/small-text/)
+[![PyPI](https://img.shields.io/pypi/v/small-text/v1.3.2)](https://pypi.org/project/small-text/)
 [![Conda Forge](https://img.shields.io/conda/v/conda-forge/small-text?label=conda-forge)](https://anaconda.org/conda-forge/small-text)
 [![codecov](https://codecov.io/gh/webis-de/small-text/branch/master/graph/badge.svg?token=P86CPABQOL)](https://codecov.io/gh/webis-de/small-text)
-[![Documentation Status](https://readthedocs.org/projects/small-text/badge/?version=v1.3.1)](https://small-text.readthedocs.io/en/v1.3.1/) 
+[![Documentation Status](https://readthedocs.org/projects/small-text/badge/?version=v1.3.2)](https://small-text.readthedocs.io/en/v1.3.2/) 
 ![Maintained Yes](https://img.shields.io/badge/maintained-yes-green)
 [![Contributions Welcome](https://img.shields.io/badge/contributions-welcome-brightgreen)](CONTRIBUTING.md)
 [![MIT License](https://img.shields.io/github/license/webis-de/small-text)](LICENSE)
@@ -87,10 +87,10 @@ or check out the notebooks.
 
 | # | Notebook | |
 | --- | -------- | --- |
-| 1 | [Intro: Active Learning for Text Classification with Small-Text](https://github.com/webis-de/small-text/blob/v1.3.1/examples/notebooks/01-active-learning-for-text-classification-with-small-text-intro.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/webis-de/small-text/blob/v1.3.1/examples/notebooks/01-active-learning-for-text-classification-with-small-text-intro.ipynb) |
-  | 2 | [Using Stopping Criteria for Active Learning](https://github.com/webis-de/small-text/blob/v1.3.1/examples/notebooks/02-active-learning-with-stopping-criteria.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/webis-de/small-text/blob/v1.3.1/examples/notebooks/02-active-learning-with-stopping-criteria.ipynb) |
-| 3 | [Active Learning using SetFit](https://github.com/webis-de/small-text/blob/v1.3.1/examples/notebooks/03-active-learning-with-setfit.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/webis-de/small-text/blob/v1.3.1/examples/notebooks/03-active-learning-with-setfit.ipynb) |
-| 4 | [Using SetFit's Zero Shot Capabilities for Cold Start Initialization](https://github.com/webis-de/small-text/blob/v1.3.1/examples/notebooks/04-zero-shot-cold-start.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/webis-de/small-text/blob/v1.3.1/examples/notebooks/04-zero-shot-cold-start.ipynb) |
+| 1 | [Intro: Active Learning for Text Classification with Small-Text](https://github.com/webis-de/small-text/blob/v1.3.2/examples/notebooks/01-active-learning-for-text-classification-with-small-text-intro.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/webis-de/small-text/blob/v1.3.2/examples/notebooks/01-active-learning-for-text-classification-with-small-text-intro.ipynb) |
+  | 2 | [Using Stopping Criteria for Active Learning](https://github.com/webis-de/small-text/blob/v1.3.2/examples/notebooks/02-active-learning-with-stopping-criteria.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/webis-de/small-text/blob/v1.3.2/examples/notebooks/02-active-learning-with-stopping-criteria.ipynb) |
+| 3 | [Active Learning using SetFit](https://github.com/webis-de/small-text/blob/v1.3.2/examples/notebooks/03-active-learning-with-setfit.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/webis-de/small-text/blob/v1.3.2/examples/notebooks/03-active-learning-with-setfit.ipynb) |
+| 4 | [Using SetFit's Zero Shot Capabilities for Cold Start Initialization](https://github.com/webis-de/small-text/blob/v1.3.2/examples/notebooks/04-zero-shot-cold-start.ipynb) | [![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/webis-de/small-text/blob/v1.3.2/examples/notebooks/04-zero-shot-cold-start.ipynb) |
 
 ### Showcase
 
@@ -144,11 +144,11 @@ Small-Text has been introduced in detail in the EACL23 System Demonstration Pape
 [MIT License](LICENSE)
 
 
-[documentation_main]: https://small-text.readthedocs.io/en/v1.3.1/
-[documentation_install]: https://small-text.readthedocs.io/en/v1.3.1/install.html
-[documentation_query_strategies]: https://small-text.readthedocs.io/en/v1.3.1/components/query_strategies.html
-[documentation_showcase]: https://small-text.readthedocs.io/en/v1.3.1/showcase.html
-[documentation_reproducibility_notes]: https://small-text.readthedocs.io/en/v1.3.1/reproducibility_notes.html
+[documentation_main]: https://small-text.readthedocs.io/en/v1.3.2/
+[documentation_install]: https://small-text.readthedocs.io/en/v1.3.2/install.html
+[documentation_query_strategies]: https://small-text.readthedocs.io/en/v1.3.2/components/query_strategies.html
+[documentation_showcase]: https://small-text.readthedocs.io/en/v1.3.2/showcase.html
+[documentation_reproducibility_notes]: https://small-text.readthedocs.io/en/v1.3.2/reproducibility_notes.html
 [changelog]: https://small-text.readthedocs.io/en/latest/changelog.html
 [changelog_1.1.0]: https://small-text.readthedocs.io/en/latest/changelog.html#version-1-1-0-2022-10-01
 [changelog_1.1.1]: https://small-text.readthedocs.io/en/latest/changelog.html#version-1-1-1-2022-10-14

diff --git a/docs/index.rst b/docs/index.rst
@@ -31,7 +31,7 @@ Getting Started
    datasets
 
 - Start: :doc:`install` | :doc:`Active Learning Overview<active_learning>`
-- Examples: `Notebooks <https://github.com/webis-de/small-text/tree/v1.3.1/examples/notebooks>`_ | `Code Examples <https://github.com/webis-de/small-text/tree/v1.3.1/examples/examplecode>`_
+- Examples: `Notebooks <https://github.com/webis-de/small-text/tree/v1.3.2/examples/notebooks>`_ | `Code Examples <https://github.com/webis-de/small-text/tree/v1.3.2/examples/examplecode>`_
 
 .. toctree::
    :caption: Components

diff --git a/examples/notebooks/01-active-learning-for-text-classification-with-small-text-intro.ipynb b/examples/notebooks/01-active-learning-for-text-classification-with-small-text-intro.ipynb
@@ -42,10 +42,10 @@
       "  Cloning https://github.com/webis-de/small-text to /tmp/pip-req-build-t03mrl6z\n",
       "  Running command git clone --filter=blob:none --quiet https://github.com/webis-de/small-text /tmp/pip-req-build-t03mrl6z\n",
       "  Resolved https://github.com/webis-de/small-text to commit 9b3377732c32fadafbce63d98fb9ce6448d818f3\n",
-      "  Installing build dependencies ... \u001b[?25ldone\n",
-      "\u001b[?25h  Getting requirements to build wheel ... \u001b[?25ldone\n",
-      "\u001b[?25h  Preparing metadata (pyproject.toml) ... \u001b[?25ldone\n",
-      "\u001b[?25hRequirement already satisfied: tqdm in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (4.64.1)\n",
+      "  Installing build dependencies ... \u001B[?25ldone\n",
+      "\u001B[?25h  Getting requirements to build wheel ... \u001B[?25ldone\n",
+      "\u001B[?25h  Preparing metadata (pyproject.toml) ... \u001B[?25ldone\n",
+      "\u001B[?25hRequirement already satisfied: tqdm in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (4.64.1)\n",
       "Requirement already satisfied: dill in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (0.3.6)\n",
       "Requirement already satisfied: numpy>=1.20.0 in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (1.24.1)\n",
       "Requirement already satisfied: scikit-learn>=0.24.1 in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (1.2.1)\n",
@@ -54,8 +54,8 @@
       "Requirement already satisfied: threadpoolctl>=2.0.0 in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from scikit-learn>=0.24.1->small-text==1.3.0) (3.1.0)\n",
       "Requirement already satisfied: joblib>=1.1.1 in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from scikit-learn>=0.24.1->small-text==1.3.0) (1.2.0)\n",
       "Building wheels for collected packages: small-text\n",
-      "  Building wheel for small-text (pyproject.toml) ... \u001b[?25ldone\n",
-      "\u001b[?25h  Created wheel for small-text: filename=small_text-1.3.0-py3-none-any.whl size=202963 sha256=e6f4adb4206fae1528fe418b0fd383a906e892dbc7ec52d12bac9870741de8f3\n",
+      "  Building wheel for small-text (pyproject.toml) ... \u001B[?25ldone\n",
+      "\u001B[?25h  Created wheel for small-text: filename=small_text-1.3.0-py3-none-any.whl size=202963 sha256=e6f4adb4206fae1528fe418b0fd383a906e892dbc7ec52d12bac9870741de8f3\n",
       "  Stored in directory: /tmp/pip-ephem-wheel-cache-kq85uuam/wheels/e6/0e/4d/fffbb8bc6f412468492397ec2fd3bf8d49e2904e7b1799c60e\n",
       "Successfully built small-text\n",
       "Installing collected packages: small-text\n",
@@ -107,7 +107,7 @@
     }
    ],
    "source": [
-    "%pip install small-text[transformers]==1.3.1   # use \"small-text\" without \"[transformers]\" if you want to work on the CPU only\n",
+    "%pip install small-text[transformers]==1.3.2   # use \"small-text\" without \"[transformers]\" if you want to work on the CPU only\n",
     "\n",
     "# additional dependencies for this example\n",
     "%pip install datasets matplotlib seaborn"
@@ -549,4 +549,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/examples/notebooks/02-active-learning-with-stopping-criteria.ipynb b/examples/notebooks/02-active-learning-with-stopping-criteria.ipynb
@@ -41,10 +41,10 @@
       "  Cloning https://github.com/webis-de/small-text to /tmp/pip-req-build-gc5f8wl7\n",
       "  Running command git clone --filter=blob:none --quiet https://github.com/webis-de/small-text /tmp/pip-req-build-gc5f8wl7\n",
       "  Resolved https://github.com/webis-de/small-text to commit 9b3377732c32fadafbce63d98fb9ce6448d818f3\n",
-      "  Installing build dependencies ... \u001b[?25ldone\n",
-      "\u001b[?25h  Getting requirements to build wheel ... \u001b[?25ldone\n",
-      "\u001b[?25h  Preparing metadata (pyproject.toml) ... \u001b[?25ldone\n",
-      "\u001b[?25hRequirement already satisfied: scipy in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (1.10.0)\n",
+      "  Installing build dependencies ... \u001B[?25ldone\n",
+      "\u001B[?25h  Getting requirements to build wheel ... \u001B[?25ldone\n",
+      "\u001B[?25h  Preparing metadata (pyproject.toml) ... \u001B[?25ldone\n",
+      "\u001B[?25hRequirement already satisfied: scipy in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (1.10.0)\n",
       "Requirement already satisfied: scikit-learn>=0.24.1 in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (1.2.1)\n",
       "Requirement already satisfied: dill in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (0.3.6)\n",
       "Requirement already satisfied: numpy>=1.20.0 in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (1.24.1)\n",
@@ -95,7 +95,7 @@
     }
    ],
    "source": [
-    "%pip install small-text[transformers]==1.3.1   # use \"small-text\" without \"[transformers]\" if you want to work on the CPU only\n",
+    "%pip install small-text[transformers]==1.3.2   # use \"small-text\" without \"[transformers]\" if you want to work on the CPU only\n",
     "\n",
     "# additional dependencies for this example\n",
     "%pip install datasets matplotlib seaborn"
@@ -492,4 +492,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/examples/notebooks/03-active-learning-with-setfit.ipynb b/examples/notebooks/03-active-learning-with-setfit.ipynb
@@ -43,10 +43,10 @@
       "  Cloning https://github.com/webis-de/small-text to /tmp/pip-req-build-mvso96bh\n",
       "  Running command git clone --filter=blob:none --quiet https://github.com/webis-de/small-text /tmp/pip-req-build-mvso96bh\n",
       "  Resolved https://github.com/webis-de/small-text to commit 9b3377732c32fadafbce63d98fb9ce6448d818f3\n",
-      "  Installing build dependencies ... \u001b[?25ldone\n",
-      "\u001b[?25h  Getting requirements to build wheel ... \u001b[?25ldone\n",
-      "\u001b[?25h  Preparing metadata (pyproject.toml) ... \u001b[?25ldone\n",
-      "\u001b[?25hRequirement already satisfied: dill in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (0.3.6)\n",
+      "  Installing build dependencies ... \u001B[?25ldone\n",
+      "\u001B[?25h  Getting requirements to build wheel ... \u001B[?25ldone\n",
+      "\u001B[?25h  Preparing metadata (pyproject.toml) ... \u001B[?25ldone\n",
+      "\u001B[?25hRequirement already satisfied: dill in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (0.3.6)\n",
       "Requirement already satisfied: scikit-learn>=0.24.1 in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (1.2.1)\n",
       "Requirement already satisfied: numpy>=1.20.0 in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (1.24.1)\n",
       "Requirement already satisfied: packaging in /home/cschroeder/.local/share/virtualenvs/notebooks-R6UeU-dP/lib/python3.8/site-packages (from small-text==1.3.0) (23.0)\n",
@@ -108,7 +108,7 @@
     }
    ],
    "source": [
-    "%pip install small-text[transformers]==1.3.1\n",
+    "%pip install small-text[transformers]==1.3.2\n",
     "\n",
     "# setfit is an optional dependency and must be installed as well\n",
     "%pip install setfit>=0.5.0\n",
@@ -736,4 +736,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/examples/notebooks/04-zero-shot-cold-start.ipynb b/examples/notebooks/04-zero-shot-cold-start.ipynb
@@ -126,7 +126,7 @@
     }
    ],
    "source": [
-    "%pip install small-text[transformers]==1.3.1\n",
+    "%pip install small-text[transformers]==1.3.2\n",
     "\n",
     "# setfit is an optional dependency and must be installed as well\n",
     "%pip install setfit>=0.5.0\n",
@@ -582,4 +582,4 @@
  },
  "nbformat": 4,
  "nbformat_minor": 5
-}
+}
diff --git a/small_text/version.json b/small_text/version.json
@@ -1,6 +1,6 @@
 {
   "major": 1,
   "minor": 3,
-  "micro": 1,
+  "micro": 2,
   "pre_release": ""
 }