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NAB Alternatives
Similar projects and alternatives to NAB
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signoz
SigNoz is an open-source observability platform native to OpenTelemetry with logs, traces and metrics in a single application. An open-source alternative to DataDog, NewRelic, etc. 🔥 🖥. 👉 Open source Application Performance Monitoring (APM) & Observability tool
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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A3
Discontinued Inspired by recent advances in coverage-guided analysis of neural networks, we propose a novel anomaly detection method. We show that the hidden activation values contain information useful to distinguish between normal and anomalous samples. Our approach combines three neural networks in a purely data-driven end-to-end model. Based on the activation values in the target network, the alarm network decides if the given sample is normal. Thanks to the anomaly network, our method even works in stri
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better NAB alternative or higher similarity.
NAB reviews and mentions
Posts with mentions or reviews of NAB.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2021-03-15.
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Kafka Stream Processing in SigNoz - an opensource DataDog alternative
u/buzzwordd we will have an open-source anomaly detection framework that will work with SigNoz and Prometheus as a plugin. We did a small POC with some algorithms at https://github.com/numenta/NAB benchmarks and see the relevance with unsupervised and real-time training algorithms.
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Does anyone here use artificial intelligence and machine learning with their jobs?
If you need realtime training on unsupervised data, have a look at https://github.com/numenta/NAB and the benchmark solutions. I played with them some time ago and the results seemed interesting
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[P] Looking for Resources on Anomaly Detection
Also Numenta NAB paper is a good starting point. https://github.com/numenta/NAB
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A note from our sponsor - InfluxDB
www.influxdata.com | 24 Apr 2024
Stats
Basic NAB repo stats
3
1,888
0.0
10 months ago
numenta/NAB is an open source project licensed under GNU Affero General Public License v3.0 which is an OSI approved license.
The primary programming language of NAB is Jupyter Notebook.
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