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umitkaanusta/README.md

👋 Hi, I'm Ümit Kaan Usta

GitHub User's stars Views Medium

CS student creating cool tools here, aspiring to become a polymath

🔍 Interests: Data science for strategic decision making, Blockchain, NLP, Network Science, Computational Social Science

📍 Istanbul, Turkey

⭐ My favorite projects

🕵️ reddit-detective: Detect political disinformation campaigns, discover how ideas spread between communities, find "cyborg-like" activities carried out by bots and more in Reddit Downloads

🏰 Jomini: What if Byzantines had more soldiers in 1453? You can model this and many other historical battles Downloads

🐤 TIA is an advanced Twitter stalking/analysis tool powered by machine learning.

💰 Trying a New Fraud Detection Approach for Trust Networks While trying to detect fraud rings in the bitcoin-otc network, I came up with an individual fraud detection approach which is better than 9 of 10 well-known network-based fraud detection algorithms for this problem. (At least for this data set, I'll try it in different datasets and tune the models when I have time for that)

Say Hi

🌉 A bay area cliché: Let me know how I can be helpful

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Pinned

  1. tiangolo/fastapi Public

    FastAPI framework, high performance, easy to learn, fast to code, ready for production

    Python 43.8k 3.4k

  2. reddit-detective Public

    Play detective on Reddit: Discover political disinformation campaigns, secret influencers and more

    Python 168 11

  3. TIA Public

    Your Advanced Twitter stalking tool

    Jupyter Notebook 114 15

  4. Jomini Public

    Historical battle simulation package for Python

    Python 31 1

  5. mint-youtube Public

    Comment analytics tool for YouTube videos

    Python 11

  6. FraudRingDetection-TrustNetworks-Trying-New-Approach Public

    Detecting fraud rings in a p2p trust network with high AUC score (better than 9 of 10 well-known algorithms)* using basic and intuitive trust metrics

    Jupyter Notebook 2 1

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April 2022

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