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diff --git a/docs/tools/tools.rst b/docs/tools/tools.rst new file mode 100644 index 0000000..8fd0ed8 --- /dev/null +++ b/docs/tools/tools.rst @@ -0,0 +1,22 @@ +.. This work is licensed under a Creative Commons Attribution 4.0 International License. +.. http://creativecommons.org/licenses/by/4.0 +.. (c) Anuket, The Linux Foundation, BIT Mesra, VTU and Others. + +*********************** +Anuket Thoth: The Tools +*********************** + +Model Selector +============== + +This is an interactive tool to suggest the best model a researcher can start with to solve a problem in hand. +The tool asks questions about the problem, the type and quantity of the dataset, the metrics preferences, +and the understanding of the dataset. Based on the responses, the tool will suggest the ML technique to start with. +The techniques suggested are broadly categorised into three groups - Supervised, Unsupervised and Reinforcement. + +Data Extractor +============== + +This tool, in phase-1, extracts monitoring data from Prometheus server. +It takes the prometheus server IP, the timestamp, and the time range as input. +Based on the input, the tool extracts CPU, Memory and Interface data from the server. |