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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.

Pages

Posts

New Techniques in Language Modeling

  3 minute read

A brief overview of various techniques in recent language model (LM) literatures including AWD LM, the use of cache, dynamic evaluation, other memory-based n...

Preparations for DS/AI/ML/Quant

  4 minute read

A short list of resources and topics covering the essential quantitative tools for data scientists, AI/machine learning practitioners, quant developers/resea...

A Brief Survey of Generative Models

  6 minute read

A high-level summary of various generative models including Variational Autoencoders (VAE), Generative Adverserial Networks (GAN), and their notable extentio...

EM Algorithm

  10 minute read

A quick walk-through of Expectation-Maximization (EM) algorithm.

books

misc

Blogs

  less than 1 minute read

A list of high-quality blogs on machine learning, artificial intelligence and deep learning topics that I have learned something from.

NLP Resources

  less than 1 minute read

A list of resources for Natural Lauguage Processing (NLP), mostly with deep learning.

Tools

  less than 1 minute read

Tool related notes

quant