Тип: Инструмент

Topic Modeling of Twitter Followers

Intuitive explanation of the Dirichlet distribution

Your Guide to Latent Dirichlet Allocation (LDA)

Bag of Words

NLP from Scratch | Google Paper

Interesting Deep Learning NLP Projects Stanford, Website

Knowledge Representation Learning Papers

<a name="nrl" />

Interview with Yann LeCun | Kaggle

, Codes, GitHub

LSTM dramatically improves Google Voice Search, Another Article

Optimizing RNN Performance

Another Intro

ANN implemented in C++ | AI Junkie

Role of Bias in Neural Networks

Torch Cheatsheet

Learning Torch GitHub Repo

, Code

Theano)

AWESOME! Deep Learning Tutorial

Deep Learning Comprehensive Website, Software

Recent Reddit AMAs related to Deep Learning, Another AMA

Deep Learning FAQs on Quora

Understanding Bootstapping for Validation and Model Selection

Training with Full dataset after CV?

Applying and Interpreting Linear Regression

, Stack Exchange

Simple guide to confusion matrix terminology

What is Deviance?

,

<a name="cs" />

Blog posts about Machine Learning and Neural Nets

Making deep learning accessible

a blog about Artificial Intellingence

David Robinson's Blog

analyze the world of data science, and to help people learn to use R

learning quantitative applications

The Kaggle Blog about all things Data Science

Trevor Stephens Personal Page

Machine learning made easy

A blog about Data Science and beyond

A blog by three biostatistics professors

Andrew Landgraf's Data Science Blog

A blog about Machine Learning and Software Engineering

A blog about Deep Learning and Data Science in general

A blog for Learning Machine Learning

A blog about Math, stats, ML, crowdsourcing, data science

An Interactive Multimedia Course for Studying Statistics