changed ml to ai, bumped year to 2020 (#70)

* changed ml to ai

* bumped year to 2020

CODE_OF_CONDUCT.md

@@ -55,7 +55,7 @@ further defined and clarified by project maintainers.
 ## Enforcement
 
 Instances of abusive, harassing, or otherwise unacceptable behavior may be
-reported by contacting the project team at ml-team@neptune.ml. All
+reported by contacting the project team at ml-team@neptune.ai. All
 complaints will be reviewed and investigated and will result in a response that
 is deemed necessary and appropriate to the circumstances. The project team is
 obligated to maintain confidentiality with regard to the reporter of an incident.

README.md

@@ -29,15 +29,15 @@ If you get stuck, don't worry we are here to help.
 The best order of communication is:
 
  * [neptune-contrib readthedocs](https://neptune-contrib.readthedocs.io)
- * [neptune community forum](https://community.neptune.ml/)
+ * [neptune community forum](https://community.neptune.ai/)
  * [neptune community Spectrum](https://spectrum.chat/neptune-community?tab=posts)
  * Github issues
 
 # Contributing
 If you see something that you don't like you are more than welcome to contribute!
 There are many options:
 
-  * Participate in discussions on [neptune community forum](https://community.neptune.ml/) or [neptune community Spectrum](https://spectrum.chat/neptune-community?tab=posts)
+  * Participate in discussions on [neptune community forum](https://community.neptune.ai/) or [neptune community Spectrum](https://spectrum.chat/neptune-community?tab=posts)
   * Submit a feature request or a bug here, on Github
   * Submit a pull request that deals with an open feature-request or bug
   * Spread a word about neptune-contrib in your community

docs/examples/data_versioning.ipynb

@@ -15,7 +15,7 @@
     "\n",
     "![img1](https://gist.githubusercontent.com/jakubczakon/f754769a39ea6b8fa9728ede49b9165c/raw/7b98d5a5ef9dc702e9b1cf47dd1019efffc32753/feature_versions_dashboard.png)\n",
     "\n",
-    "Check [this example project](https://ui.neptune.ml/neptune-ml/credit-default-prediction/experiments) to see more.\n",
+    "Check [this example project](https://ui.neptune.ai/neptune-ai/credit-default-prediction/experiments) to see more.\n",
     "\n",
     "## Prerequisites\n",
     "Initialize Neptune"

docs/examples/image_dir_snapshots.ipynb

@@ -11,7 +11,7 @@
     "Each contains (or not) images of given class.\n",
     "\n",
     "You can log mosaic of image samples from those directories to neptune.\n",
-    "Check [this experiment](https://ui.neptune.ml/jakub-czakon/examples/e/EX-96/logs).  \n",
+    "Check [this experiment](https://ui.neptune.ai/jakub-czakon/examples/e/EX-96/logs).  \n",
     "\n",
     "![img](https://gist.githubusercontent.com/jakubczakon/f754769a39ea6b8fa9728ede49b9165c/raw/e729136eaf93fe39dfea88ff8eb977d62dbcb1b1/image_dir_snapshots.gif)\n",
     "\n",

docs/examples/log_binary_metrics.ipynb

@@ -109,7 +109,7 @@
    "metadata": {},
    "source": [
     "It is now safely logged in Neptune.\n",
-    "Check out [this experiment](https://ui.neptune.ml/o/neptune-ml/org/binary-classification-metrics/e/BIN-101/logs). \n",
+    "Check out [this experiment](https://ui.neptune.ai/o/neptune-ai/org/binary-classification-metrics/e/BIN-101/logs). \n",
     "\n",
     "![binary classification metrics](../_static/images/binary_metrics.gif)\n",
     "\n",

docs/examples/log_fairness_metrics.ipynb

@@ -114,7 +114,7 @@
    "metadata": {},
    "source": [
     "It is now safely logged in Neptune.\n",
-    "Check out [this experiment](https://ui.neptune.ml/jakub-czakon/model-fairness/e/MOD-92/logs). \n",
+    "Check out [this experiment](https://ui.neptune.ai/jakub-czakon/model-fairness/e/MOD-92/logs). \n",
     "\n",
     "![fairness classification metrics](../_static/images/fairness_metrics.gif)"
    ]

docs/examples/monitor_fastai.ipynb

@@ -6,7 +6,7 @@
    "source": [
     "# Log fast.ai metrics to neptune\n",
     "\n",
-    "![fastai neptune.ml integration](../_static/images/fastai_neptuneML.png)\n",
+    "![fastai neptune.ai integration](../_static/images/fastai_neptuneML.png)\n",
     "\n",
     "## Prerequisites\n",
     "Create your databunch."
@@ -80,7 +80,7 @@
     "## Monitor your fast.ai training in neptune\n",
     "Now you can watch your fast.ai model training in neptune!\n",
     "\n",
-    "Go to the [experiment link](https://app.neptune.ml/neptune-ml/neptune-examples/e/NEP-493/charts) to see for yourself.\n",
+    "Go to the [experiment link](https://ui.neptune.ai/neptune-ai/neptune-examples/e/NEP-493/charts) to see for yourself.\n",
     "\n",
     "![image2](https://gist.githubusercontent.com/jakubczakon/f754769a39ea6b8fa9728ede49b9165c/raw/c74da877561b629773976ab07139e9fe3656d17b/contrib_fastai.png)"
    ]

docs/examples/monitor_lgbm.ipynb

@@ -6,7 +6,7 @@
    "source": [
     "# Log lightGBM metrics to neptune\n",
     "\n",
-    "![lightGBM neptune.ml integration](../_static/images/LightGBM_neptuneML.png)\n",
+    "![lightGBM neptune.ai integration](../_static/images/LightGBM_neptuneML.png)\n",
     "\n",
     "## Prerequisites\n",
     "Create your dataset and define model parameters."

docs/examples/observer_sacred.ipynb

@@ -6,7 +6,7 @@
    "source": [
     "# Log Sacred experiments to neptune\n",
     "\n",
-    "![sacred neptune.ml integration](../_static/images/sacred_neptuneML.png)\n",
+    "![sacred neptune.ai integration](../_static/images/sacred_neptuneML.png)\n",
     "\n",
     "## Create Sacred experiment"
    ]
@@ -79,7 +79,7 @@
     "## Go to Neptune app and observe your experiment\n",
     "Now you can watch your Sacred model training in neptune!\n",
     "\n",
-    "For example, you can check [this experiment](https://ui.neptune.ml/jakub-czakon/examples/e/EX-341)\n",
+    "For example, you can check [this experiment](https://ui.neptune.ai/jakub-czakon/examples/e/EX-341)\n",
     "        \n",
     "![image](https://gist.githubusercontent.com/jakubczakon/f754769a39ea6b8fa9728ede49b9165c/raw/ae86f7321113327602be89c6ed3ac9d618ffdb4c/sacred_observer.png)"
    ]

docs/examples/project_progress.ipynb

@@ -19,7 +19,7 @@
     "from neptune.sessions import Session\n",
     "\n",
     "session = Session()\n",
-    "project = session.get_projects('neptune-ml')['neptune-ml/Salt-Detection']\n",
+    "project = session.get_projects('neptune-ai')['neptune-ai/Salt-Detection']\n",
     "leadearboard = project.get_leaderboard()"
    ]
   },

docs/examples/sync_with_json.ipynb

@@ -47,14 +47,14 @@
     "\n",
     "```bash\n",
     "python -m neptunecontrib.sync.with_json \\\n",
-    "--project_name neptune-ml/neptune-examples \\\n",
+    "--project_name neptune-ai/neptune-examples \\\n",
     "--filepath experiment_data.json\n",
     "\n",
     "```\n",
     "\n",
     "## Explore your experiment in Neptune\n",
     "Now your experiment data is safely logged to Neptune and you can easily explore it.\n",
-    "Go to the [experiment link](https://app.neptune.ml/o/neptune-ml/org/neptune-examples/e/NEP-506/charts) to see for yourself!\n",
+    "Go to the [experiment link](https://ui.neptune.ai/o/neptune-ai/org/neptune-examples/e/NEP-506/charts) to see for yourself!\n",
     "\n",
     "![image](https://gist.githubusercontent.com/jakubczakon/f754769a39ea6b8fa9728ede49b9165c/raw/0f914ef66ec5821a83eec687c772fd2692a4d424/json1.png)\n",
     "\n",

docs/examples/telegram_bot.ipynb

@@ -6,7 +6,7 @@
    "source": [
     "# Telegram Bot\n",
     "\n",
-    "![Telegram neptune.ml integration](../_static/images/Telegram_neptuneML.png)\n",
+    "![Telegram neptune.ai integration](../_static/images/Telegram_neptuneML.png)\n",
     "\n",
     "Inspired by the beautiful [blog post and package Telegrad](https://towardsdatascience.com/how-to-monitor-and-control-deep-learning-experiments-through-your-phone-35ef1704928d\n",
     ") we have decided to write the telegram bot for Neptune!\n",

docs/index.rst

@@ -1,4 +1,4 @@
-neptune-contrib: open-source contributions to Neptune.ml
+neptune-contrib: open-source contributions to Neptune.ai
 ========================================================
 
 This library is a collection of helpers and extensions that make working
@@ -13,23 +13,23 @@ Enjoy the following integrations:
 
 .. image:: _static/images/fastai_neptuneML.png
    :target: _static/images/fastai_neptuneML.png
-   :alt: fastai neptune.ml integration
+   :alt: fastai neptune.ai integration
 
 .. image:: _static/images/sacred_neptuneML.png
    :target: _static/images/sacred_neptuneML.png
-   :alt: Sacred neptune.ml integration
+   :alt: Sacred neptune.ai integration
 
 .. image:: _static/images/LightGBM_neptuneML.png
    :target: _static/images/LightGBM_neptuneML.png
-   :alt: lightGBM neptune.ml integration
+   :alt: lightGBM neptune.ai integration
 
 .. image:: _static/images/matplotlib_neptuneML.png
    :target: _static/images/matplotlib_neptuneML.png
-   :alt: matplotlib neptune.ml integration
+   :alt: matplotlib neptune.ai integration
 
 .. image:: _static/images/Telegram_neptuneML.png
    :target: _static/images/Telegram_neptuneML.png
-   :alt: Telegram neptune.ml integration
+   :alt: Telegram neptune.ai integration
 
 And the best thing is you can extend it yourself or... tell us to do it for you :).
 
@@ -93,7 +93,7 @@ Indices and tables
 .. _GitHub: https://github.com/neptune-ml/neptune-contrib
 .. _Git Issues: https://github.com/neptune-ml/neptune-contrib/issues
 .. _Git Feature Request: https://github.com/neptune-ml/neptune-contrib/issues
-.. _Neptune app: https://neptune.ml/
-.. _Neptune community forum: https://community.neptune.ml/
+.. _Neptune app: https://neptune.ai/
+.. _Neptune community forum: https://community.neptune.ai/
 .. _Github projects: https://github.com/neptune-ml/neptune-contrib/projects
 .. _Neptune community spectrum: https://spectrum.chat/neptune-community?tab=posts

docs/installation.rst

@@ -15,6 +15,6 @@ For example:
 
 Installation options are: [bots], [hpo], [monitoring], [versioning], [viz] and [all].
 
-To get all the functionality register account for free on `neptune.ml website`_.
+To get all the functionality register account for free on `neptune.ai website`_.
 
-.. _neptune.ml website: https://neptune.ml/
+.. _neptune.ai website: https://neptune.ai/

neptunecontrib/api/utils.py

@@ -47,7 +47,7 @@ def concat_experiments_on_channel(experiments, channel_name):
 
         Fetch a project and a list of experiments::
 
-            project = session.get_projects('neptune-ml')['neptune-ml/Salt-Detection']
+            project = session.get_projects('neptune-ai')['neptune-ai/Salt-Detection']
             experiments = project.get_experiments(state=['aborted'], owner=['neyo'], min_running_time=100000)
 
         Construct a channel value dataframe::
@@ -100,7 +100,7 @@ def extract_project_progress_info(leadearboard, metric_colname, time_colname='fi
 
         Fetch a project and the experiment view of that project::
 
-            project = session.get_projects('neptune-ml')['neptune-ml/Salt-Detection']
+            project = session.get_projects('neptune-ai')['neptune-ai/Salt-Detection']
             leaderboard = project.get_leaderboard()
 
         Create a progress info dataframe::
@@ -225,7 +225,7 @@ def get_filepaths(dirpath='.', extensions=None):
     msg = """get_filepaths() is deprecated.
     Starting from neptune-client==4.9 you can pass ['**/*.py*', '**/*.yaml*', '**/*.yml*']
     to upload_source_files argument to upload all files with given extensions recursively.
-    Read more https://docs.neptune.ml/neptune-client/docs/project.html
+    Read more https://docs.neptune.ai/neptune-client/docs/project.html
     """
     warnings.warn(msg, DeprecationWarning)
 

neptunecontrib/bots/telegram_bot.py

@@ -49,7 +49,7 @@
 
     Go to your telegram and type.
 
-    `/project list neptune-ml`
+    `/project list neptune-ai`
 
     Use help to see what is implemented.
 
@@ -135,7 +135,7 @@ def _project_list(self, bot, update, args):
             msg = ['message should have a format:',
                    '/project list NAMESPACE',
                    'for example:',
-                   '/project list neptune-ml']
+                   '/project list neptune-ai']
             msg = '\n'.join(msg)
         else:
             namespace = args[1]
@@ -148,7 +148,7 @@ def _project_select(self, bot, update, args):
             msg = ['message should have a format:',
                    '/project select NAMESPACE/PROJECT_NAME',
                    'for example:',
-                   '/project select neptune-ml/neptune-examples']
+                   '/project select neptune-ai/neptune-examples']
             msg = '\n'.join(msg)
         else:
             self.project_name = args[1]
@@ -246,7 +246,7 @@ def _experiment_link(self, bot, update, args):
             short_id = args[1]
             namespace, project = self.project_name.split('/')
 
-            msg = 'https://app.neptune.ml/o/{}/org/{}/e/{}/details'.format(namespace, project, short_id)
+            msg = 'https://ui.neptune.ai/o/{}/org/{}/e/{}/details'.format(namespace, project, short_id)
         bot.send_message(chat_id=update.message.chat_id, text=msg)
 
     def _experiment_plot(self, bot, update, args):
@@ -291,7 +291,7 @@ def _no_project_selected(self, bot, update):
                "Do so by running:\n"
                "/project select NAMESPACE/PROJECT_NAME",
                "For example:",
-               "/project select neptune-ml/neptune-examples"]
+               "/project select neptune-ai/neptune-examples"]
         msg = '\n'.join(msg)
         bot.send_message(chat_id=update.message.chat_id, text=msg)
 

neptunecontrib/hpo/utils.py

@@ -99,7 +99,7 @@ def df2result(df, metric_col, param_cols, param_types=None):
 
         Fetch a project and a list of experiments::
 
-            project = session.get_projects('neptune-ml')['neptune-ml/Home-Credit-Default-Risk']
+            project = session.get_projects('neptune-ai')['neptune-ai/Home-Credit-Default-Risk']
             leaderboard = project.get_leaderboard(state=['succeeded'], owner=['czakon'])
 
         Comvert the leaderboard dataframe to the `ResultOptimize` instance taking only the parameters and

neptunecontrib/monitoring/fairness.py

@@ -74,7 +74,7 @@ def log_fairness_classification_metrics(y_true, y_pred_class, y_pred_score, sens
                                                     privileged_groups={'race':['African-American','Hispanic]},
                                                     )
 
-        Check out this experiment https://ui.neptune.ml/jakub-czakon/model-fairness/e/MOD-92/logs.
+        Check out this experiment https://ui.neptune.ai/jakub-czakon/model-fairness/e/MOD-92/logs.
 
     """
     _exp = experiment if experiment else neptune

neptunecontrib/monitoring/fastai.py

@@ -35,7 +35,7 @@ class NeptuneMonitor(LearnerCallback):
     and logs them to appropriate Neptune channels.
 
     See the example experiment here
-    https://app.neptune.ml/neptune-ml/neptune-examples/e/NEP-493/charts.
+    https://ui.neptune.ai/neptune-ai/neptune-examples/e/NEP-493/charts.
 
 
     Args: