Alternatives

Products that do what How can narratology and NLP benefit from topological data analysis? does

1IM
I modeled the Voynich Manuscript with SBERT to test for structure▲381
I built this project as a way to learn more about NLP by applying it to something weird and unsolved. The Voynich Manuscript is a 15th-century book written in an unknown script. No one’s been able to translate it, and many think it’s a hoax, a cipher, or a constructed language. I wasn’t trying to decode it — I just wanted to see: does it behave like a structured language? I stripped a handful of common suffix-like endings (aiin, dy, etc.) to isolate what looked like root forms. I know that’s a strong assumption — I call it out directly in the repo — but it helped clarify the clustering. From…
2025 · github.com
2MD
Manuzoid – Database of More Than 1M Manuals▲234
2021 · manuzoid.com
3CL
Clozemaster – Learn language in context▲145
2017 · clozemaster.com
4AE
An easy-to-use Text Analysis API – NLP and Machine Learning▲153
2014 · aylien.com
5TC
The Codex – a graph database project for the digital humanities▲33
2016 · the-codex.net
6TA
TerminusDB – An open source in-memory graph database▲231
2020 · terminusdb.com
7GA
Gutenberg – A simple interface to the Project Gutenberg corpus▲94
2014 · bitbucket.org
8WF
We fingerprinted 178 AI models' writing styles and similarity clusters▲78
We have a dataset of 3,095 standardized AI responses across 43 prompts. From each response, we extract a 32-dimension stylometric fingerprint (lexical richness, sentence structure, punctuation habits, formatting patterns, discourse markers). Some findings: - 9 clone clusters (>90% cosine similarity on z-normalized feature vectors) - Mistral Large 2 and Large 3 2512 score 84.8% on a composite metric combining 5 independent signals - Gemini 2.5 Flash Lite writes 78% like Claude 3 Opus. Costs 185x less - Meta has the strongest provider "house style" (37.5x distinctiveness ratio) - "Satirical…
Apr 2026 · rival.tips
9NO
NLP Overview - Integrated platform to learn about modern NLP techniques▲12
2018 · nlpoverview.com
10LG
Locust – “Git diff” over abstract syntax trees▲26
2020 · github.com
11LD
Lexiconomy – Decentralized and Economized Dictionary▲30
2019 · lexiconomy.org
12SA
Submerger – A SRT subtitles merger useful to study new languages▲45
2018 · github.com
13OA
OJ – A Clojure library for talking to your database▲37
2014 · github.com
14LA
Lingo – A linguistic database in Rust with nanosecond-level performance▲42
Hi HN, I made Lingo - the SQLite of semantic search. I'm a self-taught developer and researcher who left school at 16, and I've spent some time exploring a first-principles approach to system design for various frontier problems. In this case it's AI that challenges the 'bigger is better' transformer paradigm. Lingo is the first piece of that research, a high-performance linguistic database designed to run on-device. The full technical overview and manifesto is here: https://medium.com/@robm.antunes/bcd1e9752af6 The paper has been archived on Zenodo with a DOI:…
Sep 2025
15SA
SpaGO, a self-contained ML/NLP library entirely in Go▲18
2020 · github.com
16AE
An encoding/decoding tool for Martin David's theoretical S language▲24
2016 · ramadis.github.com
17AO
An open souce graph database written in Prolog and Rust▲29
2020 · github.com
18WE
WordDiagram – explore relationships between words▲29
2015 · worddiagram.com
19FS
Flair – State of the art NLP framework on top of pytorch▲11
2018 · github.com
20CA
Crux, an open-source bitemporal Datalog database▲18
2019 · juxt.pro
21IP
Infinite prose generated by Open AI's GPT-2 trained on “Infinite Jest”▲9
2020 · infinite-infinite-jest.com
22LW
LLM Wiki – Open-Source Implementation of Karpathy's LLM Wiki▲6
Apr 2026 · llmwiki.app
23RL
Refuel-LLM, a large language model for data annotation and enrichment▲9
2023 · app.refuel.ai
24AP
A polyglot repository for ProjectEuler answers▲5
2017 · github.com

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