Two Sigma
twosigma.com
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Overview
Two Sigma is a quantitative investment firm applying data science to financial markets. Its teams build models from very large alternative and traditional datasets. The firm also runs venture, insurance technology and research ventures.
News
Why Human Intuition Is Essential in Machine Learning
Claudia Perlich explains why, despite a lot of hype, machine learning models can only be as good as the skills and intuition of the humans who create them.
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A Guide to Large Language Model Abstractions
A map of frameworks for abstracting interactions with and between LLMs, plus two systems of organization for reasoning about LLM approaches and philosophies.
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ADMIRE: A Product-Driven Approach to Automating Migrations
An overview of ADMIRE, an tool Two Sigma's Platform Engineering team built to automate software migrations.
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A Machine Learning Approach to Regime Modeling
The authors take a machine learning approach to market regime modeling, applying a Gaussian Mixture Model to the factors in the Two Sigma Factor Lens.
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