markov_chain
markov
| markov_chain | markov | |
|---|---|---|
| 1 | 2 | |
| 0 | 273 | |
| - | - | |
| 0.0 | 0.0 | |
| over 1 year ago | almost 2 years ago | |
| C | C | |
| MIT License | GNU General Public License v3.0 only |
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markov_chain
markov
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How to investigate the implications of a transition matrix's properties on a Markov chain
Markov Chains for programmers - https://czekster.github.io/markov/
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I want to dive into how to make search engines
I would try to grasp the 'random surfer' idea, that is modeled by a Markov Chain. A nice free book is Markov Chain for Programmers [1]. A discrete time Markov Chain boils down to a conditional probability that boils down to a matrix, and a steady distribution boils down to an eigenvalue 1 eigenvector of it, which determines PageRank. Then one can jump to 'The $25,000,000,000 Eigenvector: The Linear Algebra behind Google'.
[1] https://github.com/czekster/markov
[2] https://doi.org/10.1137/050623280
What are some alternatives?
phalanx - Phalanx is a cloud-native distributed search engine that provides endpoints through gRPC and traditional RESTful API.
search-engines - Reviewing alternative search engines
search-lib - A library of classes which can be used to build a search engine.
protein_search - The neural search engine for proteins.
Milvus - A cloud-native vector database, storage for next generation AI applications
grub-2.0 - Grub is an AI powered Web crawler.
now - 🧞 No-code tool for creating a neural search solution in minutes
jina - ☁️ Build multimodal AI applications with cloud-native stack
sonic - 🦔 Fast, lightweight & schema-less search backend. An alternative to Elasticsearch that runs on a few MBs of RAM.
MeiliSearch - A lightning-fast search API that fits effortlessly into your apps, websites, and workflow
mitta-screenshot - Mitta's Chrome extension for saving the current view of a website.
bleve - A modern text/numeric/geo-spatial/vector indexing library for go