Science Repository

This is a repository for scientific ideas and research on the topics of fuzzy logic, NLP, ML and other interesting areas of computer sciences.

Notebooks

1. NLP Direction

   • 😄 FL application in NLP sentiment analysis by @mehalyna
   • ⚡ FL application in NLP sentiment analysis + energy by @mehalyna
   • Ⓜ️ Application of ML and Fuzzy Logic to mood detection in Texts
   • 🏛️ Application of ML and Fuzzy Logic to political analysis of Texts by @12-deadblue
   • 😜 Sarcasm detection
   • 🤖 RAG system by @wanesssssty
   • ✂️ Text Summarization (TBD)

2. Math Econ

   • 📈 Timeseries Analysis with FL by @cryme666
   • 💵 Fuzzy Utility
   • 🏃 Customer Churn Prevention by @mehalyna

3. Discrete Mathematics

   • ♟️ Generating Functions by @12-deadblue

4. Interesting Projects

   • ❤️ Heart Diseases Analysis

Our Team

Avatar	Name	GitHub Profile	Areas of Interest	Role
	Andrii Lazoryk	@12-deadblue	Generating functions, NLP	Hedgehog
	Valentyn Vikovan	@cryme666	NLP, Time Series Forecasting	Hedgehog
	Anastasia Rarenko	@wanesssssty	RAG Systems	Hedgehog
	Oleksandr Mykchailyk	@Olexandr26	NLP, FL	Hedgehog
TBA	Liza Kvasnytska	TBA	NLP	Hedgehog
TBA	Dmytro	TBA	Text Summarization	Hedgehog
TBA	Kyryllo Kravtsov	TBA	TBA	Hedgehog
TBA	Nicu	TBA	TBA	Hedgehog
	Vasyl Melnyk	@maxvonlancaster		Owl

Ideas (TODO):

• Sentiment (emotion in text, energicity of text, ...)

• disinformation

• sarcasm (hard)

• medicine?

• movies?

• text professionality

• manipulation in text

• shortness/brevity of text

• financial markers

• marketing: is product represented on market?

• cv parsing (with genetic alg and fl)

• market analysis (i.e. dollar / crypto value based on news)

• air attack prognosis (based on tg chanels / radio)

• fuzzy timeseries prognosis (may be + genetic algrthms)

• RAG system (Nastya)

• text summarizing (may be local news, etc.) (Dmitro)

• Also: web parsing, + web app for text summarization

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