adding fraud detection with inductive inference notebook #417
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
bechbd
previously approved these changes
Jan 24, 2023
joywa
suggested changes
Feb 2, 2023
There was a problem hiding this comment.
Sent over a new copy with edits to @sojiadeshina offline. After addressing the 1 comment on the notebook, it is ready to go.
| ] | ||
| }, | ||
| { | ||
| "cell_type": "code", |
There was a problem hiding this comment.
Before adding this cell, we should explain what running the command does.
There was a problem hiding this comment.
I added "First, let's install some required packages and make sure the neptune ml utility script is accessible"
joywa
approved these changes
Feb 2, 2023
michaelnchin
added a commit
that referenced
this pull request
Feb 4, 2023
michaelnchin
added a commit
that referenced
this pull request
Feb 4, 2023
bechbd
pushed a commit
that referenced
this pull request
Mar 1, 2023
* adding fraud detection with inductive inference notebook * updating notebook with review comments * update number of nodes to reflect correct dataset size * make sure node id used for transductive query is consistent * additional nb comments and fixes * remove references to nondeterministic and transductive as those are dummy keywords * updating with inline edits and adding note before package install * update description of why neptune_ml_utils is needed
bechbd
pushed a commit
that referenced
this pull request
Mar 1, 2023
michaelnchin
added a commit
that referenced
this pull request
Mar 8, 2023
* Added notebooks for learning openCypher * Updated Answer Key with the correct Notebook names * Updated per feedback from Joy for PR420 * Bump setuptools from 40.6.2 to at >=65.5.1 (#424) Co-authored-by: Michael Chin <chnmch@amazon.com> * Add ECR publish workflow (#405) * Add ECR publish action * disable version check * Use package version as image tag * Remove test code * Fix for ECR public * Remove version tagging for pre-release images * Use new registry alias * update changelog Co-authored-by: Michael Chin <chnmch@amazon.com> * Truncate metadata request/query time metrics (#425) * Truncate metadata request/query time metrics * update changelog Co-authored-by: Michael Chin <chnmch@amazon.com> * Fix browser-specific issues with fullscreen graph widget (#427) * Fix browser-specific issues with fullscreen graph widget * update changelog Co-authored-by: Michael Chin <chnmch@amazon.com> * Pin itables<1.4.3 (#429) * Pin itables<1.4.3 * update changelog Co-authored-by: Michael Chin <chnmch@amazon.com> * Fix upper bound on all dependencies (#431) * Fix upper bound on all dependencies * Remove manual prerequisite installations Co-authored-by: Michael Chin <chnmch@amazon.com> * Release 3.7.1 (#432) * Bump to 3.7.1 * Update release date Co-authored-by: Michael Chin <chnmch@amazon.com> * Fix property key in gremlin statement (#434) Fix property key in gremlin statement as per TinkerPop’s "Modern" graph * Bump itables to 1.4.5 (#436) * Bump itables to 1.4.5 * Update changelog Co-authored-by: Michael Chin <chnmch@amazon.com> * Update v3.7.1 release date * Run unit tests on external pull requests (#437) * Run unit tests on external pull requests * Prevent duplicate runs for internal branch PRs * Update changelog Co-authored-by: Michael Chin <chnmch@amazon.com> * Use updated authentication method for IAM Bolt queries (#438) * Use updated authentication method for IAM Bolt queries * update changelog Co-authored-by: Michael Chin <chnmch@amazon.com> * Update unit.yml * Do not sign non-IAM Bolt requests Per: https://docs.aws.amazon.com/neptune/latest/userguide/access-graph-opencypher-bolt.html#access-graph-opencypher-bolt-python * adding fraud detection with inductive inference notebook (#417) * adding fraud detection with inductive inference notebook * updating notebook with review comments * update number of nodes to reflect correct dataset size * make sure node id used for transductive query is consistent * additional nb comments and fixes * remove references to nondeterministic and transductive as those are dummy keywords * updating with inline edits and adding note before package install * update description of why neptune_ml_utils is needed * minor edit to examples for consistent behavior with documentation (#440) * Unit test and changelog modification for #417 (#441) Co-authored-by: Michael Chin <chnmch@amazon.com> * Add changelog entry for #419 * Correct a typo in 03-Real-Time-Fraud-Detection-Using-Inductive-Inference ML notebook(#444) * Add --profile-misc-args option to %%gremlin (#443) * Add --profile-misc-args option to %%gremlin * update changelog --------- Co-authored-by: Michael Chin <chnmch@amazon.com> * Fix Webpack failure in CI builds (#447) Co-authored-by: Michael Chin <chnmch@amazon.com> * Pin node version in unit.yml (#449) Co-authored-by: Michael Chin <chnmch@amazon.com> --------- Co-authored-by: Dave Bechberger <dbechbe@amazon.com> Co-authored-by: Michael Chin <mchin188@yahoo.com> Co-authored-by: Michael Chin <chnmch@amazon.com> Co-authored-by: Puneet Goyal <puneet97.goyal@gmail.com> Co-authored-by: Soji Adeshina <adesojia@amazon.com> Co-authored-by: Hua Shu <hshu2000@yahoo.com>
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Issue #, if available:
Description of changes:
Adding a notebook demonstrating real-time inductive inference on a fraud detection use case
By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.