Top 5 nearest-neighbor Open-Source Projects
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VeRyPy
A python library with implementations of 15 classical heuristics for the capacitated vehicle routing problem.
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chromem-go
Embeddable vector database for Go with Chroma-like interface and zero third-party dependencies. In-memory with optional persistence.
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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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retomaton
PyTorch code for the RetoMaton paper: "Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval" (ICML 2022)
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TSP_Solver
Python code for visualizations of algorithms that provide approximate solutions to TSP along with two lower bound approximations
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
Project mention: Show HN: Tegon: AI-first, open source alternative to Jira, Linear | news.ycombinator.com | 2024-05-07I've built a PoC for semantic search and chat for Jira. Just a CLI that uses the Jira API to iterate through all tickets and uses https://github.com/philippgille/chromem-go for creating, storing and querying the embeddings. The chat doesn't work very well, but the semantic search is very useful.
Index
What are some of the best open-source nearest-neighbor projects? This list will help you:
Project | Stars | |
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1 | VeRyPy | 257 |
2 | chromem-go | 74 |
3 | retomaton | 64 |
4 | Vita-Nearest-Neighbour | 44 |
5 | TSP_Solver | 8 |
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