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Nathaniel-Coulter/README.md

ℕ𝕒𝕥𝕙𝕒𝕟𝕚𝕖𝕝 ℂ𝕠𝕦𝕝𝕥𝕖𝕣

LinkedIn       ORCID       Coulter Capital Management

Quantitative Research Applied Mathematics Machine Learning

Science animation


𝖳𝗈𝗉 𝖱𝖾𝗉𝗈𝗌𝗂𝗍𝗈𝗋𝗂𝖾𝗌:

𝖮𝖻𝗌𝖼𝗎𝗋𝖺-𝖢𝖺𝗇𝗏𝖺𝗌-𝖴𝗇𝗂𝖿𝗈𝗋𝗆𝗂𝗍𝗒 🕵️

💡 𝖬𝖺𝗇𝗎𝖺𝗅𝗅𝗒 𝖢𝗈𝗇𝗍𝗋𝗈𝗅 𝗒𝗈𝗎𝗋 𝖡𝗋𝗈𝗐𝗌𝖾𝗋 𝖥𝗂𝗇𝗀𝖾𝗋𝗉𝗋𝗂𝗇𝗍! 𝖮𝖻𝗌𝖼𝗎𝗋𝖺: 𝖢𝖺𝗇𝗏𝖺𝗌 𝖴𝗇𝗂𝖿𝗈𝗋𝗆𝗂𝗍𝗒 𝗂𝗌 𝖺 𝖢𝗁𝗋𝗈𝗆𝖾 𝖤𝗑𝗍𝖾𝗇𝗌𝗂𝗈𝗇 𝖺𝗇𝖽 𝖻𝗋𝗈𝗐𝗌𝖾𝗋 𝖿𝗂𝗇𝗀𝖾𝗋𝗉𝗋𝗂𝗇𝗍 𝗁𝖺𝗋𝖽𝖾𝗇𝗂𝗇𝗀 𝗍𝗈𝗈𝗅 𝖿𝗈𝖼𝗎𝗌𝖾𝖽 𝗈𝗇 𝖽𝖾𝗍𝖾𝗋𝗆𝗂𝗇𝗂𝗌𝗍𝗂𝖼 𝖿𝗂𝗇𝗀𝖾𝗋𝗉𝗋𝗂𝗇𝗍 𝗌𝗉𝗈𝗈𝖿𝗂𝗇𝗀, 𝗇𝗈𝗍 𝗋𝖺𝗇𝖽𝗈𝗆𝗂𝗓𝖺𝗍𝗂𝗈𝗇.
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Stars 4     Forks 3
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Stars 22     Forks 3
𝖭𝖺𝗍𝖾𝖡𝗈𝗍 🤖

𝖱𝖾𝖺𝗅-𝗍𝗂𝗆𝖾 𝖼𝗁𝖾𝗌𝗌 𝖼𝗈𝗆𝗉𝗅𝖾𝗑𝗂𝗍𝗒 𝖺𝗇𝖽 𝗍𝖾𝗇𝗌𝗂𝗈𝗇 𝖺𝗇𝖺𝗅𝗒𝗓𝖾𝗋 𝗎𝗌𝗂𝗇𝗀 λ𝟣 𝗌𝗍𝗋𝖺𝗍𝖾𝗀𝗂𝖼 𝗍𝖾𝗇𝗌𝗂𝗈𝗇 𝗍𝗈 𝗆𝖺𝗄𝖾 𝗉𝗈𝗌𝗂𝗍𝗂𝗈𝗇𝖺𝗅 𝗌𝗍𝗋𝗎𝖼𝗍𝗎𝗋𝖾 𝗅𝖾𝗀𝗂𝖻𝗅𝖾 𝖽𝗎𝗋𝗂𝗇𝗀 𝗉𝗅𝖺𝗒. 🧩 𝖢𝗎𝗌𝗍𝗈𝗆 𝖯𝗎𝗓𝗓𝗅𝖾𝗌 𝖻𝖺𝗌𝖾𝖽 𝗈𝗇 𝗒𝗈𝗎𝗋 𝖯𝖦𝖭'𝗌 𝗎𝗌𝗂𝗇𝗀 𝖬𝖺𝖼𝗁𝗂𝗇𝖾 𝖫𝖾𝖺𝗋𝗇𝗂𝗇𝗀 ! (𝖭𝖤𝖶)

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𝖯𝗎𝖻𝗅𝗂𝖼𝖺𝗍𝗂𝗈𝗇𝗌 & 𝖱𝖾𝗌𝖾𝖺𝗋𝖼𝗁:

ItôFormer cover page
ItôFormer:
Augmenting Stochastic Validity in Financial-Centric Deep Neural Networks

SSRN
Tokenization cover page
Tokenization and Transformer Architectures:
Controlled Ablation in Financial Time Series

SSRN
Neural Portfolio Allocators cover page
Neural Portfolio Allocators:
Attention-Based Transformers and Multi-Agents

SSRN
Pharmacokinetics cover page
Modeling Nonlinear Pharmacokinetics:
Clinical v. Anecdotal Data

SSRN
Quantamental Portfolio Allocators cover page
Quantamental Portfolio Allocators:
Deriving Alpha from Fundamental Metrics with Machine Learning

SSRN

Space shooter contribution graph

Python   C++   C# Flask MySQL   PostgreSQL   SQLite Git   VS Code JavaScript React Node.js

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  1. Obscura-Canvas-Uniformity Obscura-Canvas-Uniformity Public

    Manually Control your Browser Fingerprint: Enhance your Browser Privacy, and Create Stealthy Virtual Machines with advanced canvas control, and system-level transparency. Obscura: Chrome Extension …

    Shell 4 3

  2. NateBot NateBot Public

    NateBot 🤖 - Real-Time Chess Complexity & Tension (λ₁) Analyzer: NateBot is an interactive chess trainer focused on understanding positions, not memorizing lines. It introduces the first practical, …

    22 3

  3. ItoFormer ItoFormer Public

    ItôFormer: Augmenting Stochastic Validity in Financial-Centric Deep Neural Networks

    Python 2 3

  4. Pharmacokinetics Pharmacokinetics Public

    Pharmacokinetics (PK) is a branch of pharmacology that describes how the body affects a specific substance after administration. (Aka: absorbs, distributes, metabolizes, and excretes drugs). This r…

    HTML 2 3

  5. Pytorch-ML Pytorch-ML Public

    This repository includes the scripts, outputs, and data used in experiments for, "Neural Portfolio Allocators: Cross-Asset Optimization Strategies with Attention-Based Transformers and Multi-Agents…

    Python 3 4

  6. Transformers-Tokenization Transformers-Tokenization Public

    Tokenization Matters: A Fair Ablation of Point-wise, and Variate-wise Transformers for Financial Time Series. (includes PatchTST, iTransformer, Crossformer, Autoformer, Fedformer, Informer, TimeNet…

    Python 3 3