numalogic

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# Summary Support streaming generation of time series in synthetic module # Use Cases This can be useful in generating a streaming example, mostly coupled in a numaflow pipeline ---...

ab93

# Summary Currently LSTM and Vanilla/Conv1d based models require a different shape of input. This creates a bit of confusion and can be simplified. What change needs making? Support same...

ab93

# Summary Add forecast based anomaly detection models, both uni-channel and muti-channel.

ab93

Xgboost

1

1. Add Xgboost 2. Add Covariates Transformer Note: We will have to revisit on how to optimize imports for xgboost and darts

s0nicboOm

Automated changes by [create-pull-request](https://github.com/peter-evans/create-pull-request) GitHub action

github-actions[bot]

pipeline examples/multi_udf/numa-pl.yaml in main branch does not conform to the pipeline CRD

2

**Describe the bug** pipeline examples/multi_udf/numa-pl.yaml in main branch has .spec.edges[3].conditions is wrong, it has keyIn field where as the CRD requires tags field **To Reproduce** 1. git clone https://github.com/numaproj/numalogic.git 2....

gopaljayanthi

Feat/refactor

1

Explain what this PR does.

ab93

Update release.yml by adding rds

1

Explain what this PR does.

shashank10456

Explain what this PR does.

SaiSharathReddy

Support training for latency based anomalies specifically for perf-anomaly

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Explain what this PR does. This PR supports Anomaly Detection on fields that use valuesDoubleSketches. We add aggregations and postaggregations which run natively on druid. These sketches are converted to...

shashank10456