fantastic ML blogs

• colah’s blog

  

• BAIR

  

• Andrej Karpathy blog

  medium@karpathy

  

  http://cs.stanford.edu/people/karpathy/

• [Pattern Recogntion and Machine Learning–code] http://prml.github.io/

• off the convex path

• chrisalbon

• kaggle The official Kaggle blog!

• Cognitive Workbench

  The Cognitive Workbench is a deep natural language processing enabled knowledge management application and development framework. It is designed to support users in performing activities, accomplishing tasks and organizing the information and resources they use every day.

• Chelsea Finn

  http://people.eecs.berkeley.edu/~cbfinn/

• loss functions

  http://lossfunctions.tumblr.com/

• What every computer scientist should know about floating-point arithmetic

  http://docs.oracle.com/cd/E19957-01/806-3568/ncg_goldberg.html

• cs231n Convolutional Neural Networks for Versual Recogntion

  

• CS229 Lecture notes

• Predicting Depth, Surface Normals and Semantic Labels with a Common Multi-Scale Convolutional Architecture

  

• The Unreasonable Effectiveness of Recurrent Neural Networks (by Andrej Karpathy)

  

• Hacker’s guide to Neural Networks (by Andrej Karpathy)

• Understanding convolution

• WILDML

  

• DeepMind blog

  

• Packt-Blog

  • solving NLP problems with keras on ATIS datasets

    part-one

    part-two

  Packt is a developer skills platform that supports software professionals in learning the skills they need to stay relevant in their field. From web development to data science, Packt delivers practical content on what’s important in the tech world, helping developers solve today’s - and tomorrow’s challenges

• Grokking deep learning https://www.manning.com/books/grokking-deep-learning

• 一个内容范围广但精致的博客

  内容包括: AI, big data, analytics, art, programming language, etc.

  https://cartesianfaith.com/about/

• 机器学习-深度学习发展历史介绍

  http://www.csdn.net/article/2015-03-24/2824301

  http://www.computervisionblog.com/2015/01/from-feature-descriptors-to-deep.html

• 一位自然语言处理大牛的博客

  http://sebastianruder.com/index.html#open

  http://ruder.io/

• i am trask A Machine Learning Craftsmanship Blog http://iamtrask.github.io/

• A tour of machine learning http://machinelearningmastery.com/a-tour-of-machine-learning-algorithms/

• Knight lab (NLP & News)

  http://knightlab.northwestern.edu/2014/11/07/mozfest-2014-natural-language-processing-in-news/

• Analytical Flavor Systems (ML & Beer) http://www.craftbrewingbusiness.com/

  https://blogs.nvidia.com/blog/2015/09/02/beer/

• AI and Social Science – Brendan O’Connor http://brenocon.com/blog/

• 刘帝伟的博客 http://blog.csdn.net/dream_angel_z

• What Drives Real GDP Growth? Turing Finance

• Harold Pimentel

  

• Bharath Ramsundar

  

• Patricia Bento (A Research Institute)

• Positive-unlabeled learning

• FreeCodeCamp