Ecosyste.ms: Issues

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GitHub / data-science-on-aws/data-science-on-aws issues and pull requests

#100 - Add deeplinks to AWS Glue in Athena setup notebook

Issue - State: closed - Opened by antje about 4 years ago
Labels: ingest

#99 - use `filter_` instead of `filter` in data wrangler section

Issue - State: closed - Opened by cfregly about 4 years ago
Labels: ingest

#98 - Track down why confidence score is not returned from Autopilot

Issue - State: closed - Opened by cfregly about 4 years ago - 4 comments
Labels: automl

#97 - Answer the common question: How does Autopilot know which instance types to choose?

Issue - State: open - Opened by cfregly about 4 years ago
Labels: automl

#96 - Clean up issues in Setup_IAM

Issue - State: closed - Opened by cfregly about 4 years ago - 1 comment
Labels: setup

#95 - Modify the instructions to HIGHLIGHT `direct internet access == enabled`

Issue - State: closed - Opened by cfregly about 4 years ago - 1 comment
Labels: setup

#94 - Possibly increase Maximum session duration in the role

Issue - State: closed - Opened by cfregly about 4 years ago - 3 comments
Labels: setup

#93 - Specify only the 3 regions that support t3.medium and Athena Preview Functionality

Issue - State: closed - Opened by cfregly about 4 years ago - 3 comments
Labels: setup

#92 - X out the Studio

Issue - State: closed - Opened by cfregly about 4 years ago - 1 comment
Labels: setup

#91 - Convert IAM time.sleep() into while loop checks

Issue - State: open - Opened by antje about 4 years ago
Labels: setup

#90 - Fix OOM error in adhoc training

Issue - State: closed - Opened by antje about 4 years ago - 3 comments
Labels: train

#89 - Unable to locate credentials

Issue - State: closed - Opened by cfregly about 4 years ago - 5 comments
Labels: setup

#86 - Convert metadata code to use `/opt/ml/metadata/resource-metadata.json`

Issue - State: closed - Opened by cfregly about 4 years ago - 1 comment
Labels: setup

#83 - Change to `not freeze_bert_layer` in AdHoc Training

Issue - State: closed - Opened by cfregly about 4 years ago

#82 - Highlight the `model.save_pretrained()`

Issue - State: closed - Opened by cfregly about 4 years ago

#81 - Highlight the manual hyper-parameters in AdHoc Training

Issue - State: closed - Opened by cfregly about 4 years ago

#80 - Add a clear markdown comment that we are simulating a prediction

Issue - State: closed - Opened by cfregly about 4 years ago

#79 - Address the "you may need to use the repeat()" in Train_AdHoc

Issue - State: open - Opened by cfregly about 4 years ago
Labels: train

#78 - Remove [0:512] on predictions

Issue - State: closed - Opened by cfregly about 4 years ago - 2 comments

#77 - Add a check to make sure people have started the notebook with 250GB

Issue - State: closed - Opened by cfregly about 4 years ago - 1 comment
Labels: setup

#76 - Add warning that the previous train notebook has to complete

Issue - State: closed - Opened by cfregly about 4 years ago
Labels: train

#73 - Remove all commented out pip installs

Issue - State: closed - Opened by cfregly about 4 years ago - 1 comment
Labels: setup

#72 - Wrong version of Data Wrangler from pip install

Issue - State: closed - Opened by ChubaOraka about 4 years ago - 1 comment
Labels: ingest

#71 - Add note to ignore the spark-deequ repo not found error

Issue - State: closed - Opened by cfregly about 4 years ago

#70 - Check AutoMLJobArtifacts Key in 02_automl

Issue - State: closed - Opened by cfregly about 4 years ago - 1 comment
Labels: automl

#69 - Add note to "continue to next section while running <long-running notebook>"

Issue - State: closed - Opened by cfregly about 4 years ago
Labels: train

#68 - Add content moderation with Rekognition use case

Issue - State: closed - Opened by cfregly about 4 years ago - 1 comment
Labels: usecases

#67 - Convert spark processing jobs to use first-party Spark-SageMaker image

Issue - State: closed - Opened by cfregly about 4 years ago
Labels: explore

#66 - Add explainability for BERT predictions

Issue - State: open - Opened by cfregly about 4 years ago - 3 comments
Labels: train

#65 - Add hyperloglog and anomaly detection to stream

Issue - State: closed - Opened by cfregly about 4 years ago

#64 - Add explainability to autopilot example

Issue - State: open - Opened by cfregly about 4 years ago - 1 comment
Labels: automl

#63 - Create stickers for workshop and book

Issue - State: open - Opened by cfregly about 4 years ago
Labels: setup

#62 - Fix hyperband example in 12_kubeflow

Issue - State: closed - Opened by antje about 4 years ago - 1 comment

#61 - Upgrade kubeflow version

Issue - State: open - Opened by cfregly about 4 years ago
Labels: kubeflow

#60 - Add `product category` and `review_id` to our streaming example

Issue - State: closed - Opened by cfregly about 4 years ago

#59 - Clean up Personalize examples

Issue - State: open - Opened by cfregly about 4 years ago
Labels: usecases

#58 - Create a PDF (or HTML) with the output of all notebooks/cells

Issue - State: open - Opened by cfregly about 4 years ago - 2 comments
Labels: setup

#57 - Push avg star_rating from firehose to cloudwatch via lambda

Issue - State: closed - Opened by cfregly about 4 years ago - 1 comment

#56 - Add autoscaling for model deploy

Issue - State: open - Opened by cfregly about 4 years ago
Labels: deploy

#55 - Add crawler to pick up new TSV and Parquet

Issue - State: open - Opened by cfregly about 4 years ago - 1 comment
Labels: ingest

#54 - Add IAM for Service Accounts for Kubeflow Samples

Issue - State: closed - Opened by cfregly about 4 years ago - 1 comment

#53 - Add utility functions to simplify assertions

Issue - State: open - Opened by antje about 4 years ago
Labels: setup

#52 - Add distilbert paper to adhoc train notebook

Issue - State: closed - Opened by cfregly about 4 years ago - 1 comment

#51 - Add deequ paper to deequ notebook

Issue - State: closed - Opened by cfregly about 4 years ago

#50 - Address the 101 token id for the `<CLS>` token in prepare.

Issue - State: closed - Opened by cfregly about 4 years ago
Labels: prepare

#44 - Check if IAM role exists during Bandit Env creation

Issue - State: open - Opened by cfregly about 4 years ago
Labels: deploy

#41 - Fix BERT Spark Processing Job (Raw text => BERT features)

Issue - State: open - Opened by cfregly about 4 years ago
Labels: prepare

#40 - add deep link to EKS cluster in 12_kubeflow/00_00_Setup_EKS

Issue - State: open - Opened by cfregly about 4 years ago
Labels: kubeflow

#39 - Add bert @ scale blog post from Roblox

Issue - State: closed - Opened by cfregly about 4 years ago
Labels: train

#38 - Try dataset.shuffle(`seed=None`) instead of `seed=42` in training job

Issue - State: closed - Opened by cfregly about 4 years ago - 2 comments

#37 - Augmented AI notebook show CreateFlowDefinition error

Issue - State: open - Opened by cfregly about 4 years ago - 2 comments
Labels: augmented

#36 - add links to athena federated (db connectors) and custom udfs

Issue - State: open - Opened by cfregly about 4 years ago
Labels: ingest

#35 - programmatically check and prevent SecurityGroups issue caused when a user creates the notebook without a VPC.

Issue - State: open - Opened by cfregly about 4 years ago - 1 comment
Labels: setup, ingest

#34 - BestCandidate key error in autopilot

Issue - State: closed - Opened by cfregly about 4 years ago - 3 comments
Labels: automl

#33 - Autopilot running 4 times for some users. We should programmatically prevent this.

Issue - State: closed - Opened by cfregly about 4 years ago - 1 comment
Labels: automl

#32 - add deep links in the Autopilot notebook

Issue - State: closed - Opened by cfregly about 4 years ago

#31 - add programmatic check to make sure attendees are running the INTRO section before moving forward

Issue - State: closed - Opened by cfregly about 4 years ago - 2 comments
Labels: setup

#30 - Persistent MemoryError on Workshop notebook 07_train/05_Convert_BERT step 2

Issue - State: closed - Opened by barneym about 4 years ago - 1 comment
Labels: train

#28 - Document the regions supported by Comprehend and Athena=>SageMaker Queries

Issue - State: closed - Opened by adilsonvj about 4 years ago - 2 comments

#27 - Fixing Typos

Pull Request - State: closed - Opened by mjalkio about 4 years ago - 1 comment

#26 - Add more ModelMonitor examples to deployed endpoint

Issue - State: open - Opened by cfregly over 4 years ago - 1 comment
Labels: deploy

#25 - Add data-quality metrics to experiment tracking

Issue - State: open - Opened by cfregly over 4 years ago
Labels: prepare

#24 - Move docker images into separate repos - and register with DockerHub

Issue - State: closed - Opened by cfregly over 4 years ago - 1 comment

#22 - add better explanation of BERT input_ids, segment_ids, etc

Issue - State: closed - Opened by cfregly over 4 years ago

#20 - Add Kubeflow Pipeline for TFX + BERT

Issue - State: closed - Opened by cfregly over 4 years ago

#18 - no stored variable or alias comprehend_endpoint_arn

Issue - State: closed - Opened by hanyun2019 over 4 years ago - 2 comments

#17 - Move BERT RequestHandler and ResponseHandler inside of the SageMaker Endpoint

Issue - State: closed - Opened by cfregly over 4 years ago - 1 comment

#16 - Implement multi-armed bandits

Issue - State: closed - Opened by cfregly over 4 years ago - 1 comment

#15 - Graph bug for frozen image

Issue - State: closed - Opened by djhejna over 4 years ago - 1 comment

#13 - Upgrade TFX to fix issue with facets not rendering in jupyter notebook

Issue - State: open - Opened by cfregly over 4 years ago
Labels: kubeflow

#12 - Docker Image Build Fails (Not in gzip format)

Issue - State: closed - Opened by djhejna over 4 years ago - 4 comments

#11 - Cdk branch

Pull Request - State: open - Opened by Rhohand over 4 years ago - 1 comment

#10 - Add `ProcessingJob` to step function pipeline

Issue - State: closed - Opened by cfregly over 4 years ago - 1 comment

#9 - Update 00_Overview.ipynb

Pull Request - State: closed - Opened by jtrollin over 4 years ago

#8 - workshop/03_augmented/00_Overview.ipynb does not work, invalid json

Issue - State: closed - Opened by jtrollin over 4 years ago - 1 comment

#7 - Typo in instructions: New > Terminal

Issue - State: closed - Opened by MarrickLip over 4 years ago - 1 comment

#6 - Small typo fixes in the Markdown content

Pull Request - State: closed - Opened by willettk over 4 years ago

#5 - More ML services to include in workshop?

Issue - State: closed - Opened by keypointt over 4 years ago - 1 comment

#4 - Update suggested from 2020-07-22 workshop.

Pull Request - State: closed - Opened by StephenSmithwick over 4 years ago - 1 comment

#3 - A workshop on data science and AI

Issue - State: closed - Opened by ghost over 4 years ago

#2 - Error while installing FSx Driver

Issue - State: closed - Opened by borisbanushev over 4 years ago

#1 - Bump nltk from 3.3 to 3.4.5 in /06_train/src

Pull Request - State: closed - Opened by dependabot[bot] over 4 years ago - 1 comment
Labels: dependencies