The Unreasonable Effectiveness of Recurrent Neural Networks
http://karpathy.github.io/2015/05/21/rnn-effectiveness/
I'm training RNNs all the time and I've witnessed their power and robustness many times, and yet their magical outputs still find ways of amusing me. This post is about sharing some of that magic with you.
The Unreasonable Effectiveness of Recurrent Neural Networks
http://karpathy.github.io/2015/05/21/rnn-effectiveness
I'm training RNNs all the time and I've witnessed their power and robustness many times, and yet their magical outputs still find ways of amusing me. This post is about sharing some of that magic with you.
Automating Tinder with Eigenfaces
http://crockpotveggies.com/2015/02/09/automating-tinder-with-eigenfaces.html
"I've gone on at least 10 dates with the help of the bot and I've shown my partners the bot in its entirety."
List of 40+ Machine Learning APIs | Mashape Blog
http://blog.mashape.com/post/48074869493/list-of-40-machine-learning-apis
Below is a compilation of APIs that have benefited from Machine Learning in one way or another, we truly are living in the future so strap into your rocketship and prepare for blastoff.
TweetSentiments API | Mashape
https://www.mashape.com/intridea/tweetsentiments#!documentation
Returns the sentiment of Tweets. Two online APIs call the Twitter API to analyze Tweets from a given Twitter user or Tweets returned by a Twitter search query. The offline API analyzes texts of Tweets you've already got, one Tweet at a time.
Face Recognition - jsFiddle
http://jsfiddle.net/ismaelc/fgq7L/56/
Face Recognition - jsFiddle
http://jsfiddle.net/ismaelc/fgq7L/56
Face Recognition API | Mashape
https://www.mashape.com/lambda/face-recognition#!documentation
Our API provides face recognition, facial detection, eye position, nose position, mouth position, and gender classification
Python NLTK Demos and Natural Language Text Processing APIs
http://text-processing.com/
Welcome to text-processing.com, where you can find natural language processing APIs and Python NLTK demos.
Python NLTK Demos and Natural Language Text Processing APIs
http://text-processing.com
Welcome to text-processing.com, where you can find natural language processing APIs and Python NLTK demos.
Web-enable your Research/Project with an API | Mashape Blog
http://blog.mashape.com/post/49307674943/web-enable-your-research-project-with-an-api
This post is intended to help data scientists and engineers who in some capacity have implemented routines/algorithms/data that does a specialized function (e.g. machine learning) using a dynamically typed language, such as Python. The goal is to web-enable these routines/algorithms using an application programming interface (API).
Build your own summary tool! | The Tokenizer
http://thetokenizer.com/2013/04/28/build-your-own-summary-tool/
After Yahoo! acquired Summly and Google acquired Wavii, there is no doubt that auto summarization technologies are a hot topic in the industry. So as a NLP freak, I decided to give a quick overview and hands-on experience on how these technologies actually work.
Build your own summary tool! | The Tokenizer
http://thetokenizer.com/2013/04/28/build-your-own-summary-tool
After Yahoo! acquired Summly and Google acquired Wavii, there is no doubt that auto summarization technologies are a hot topic in the industry. So as a NLP freak, I decided to give a quick overview and hands-on experience on how these technologies actually work.
IT Discovery — Intelligent, Strategic Email Discovery
http://it-discovery.com
"By a happy coincidence, the two primary difficulties inherent in searching emails — its sheer volume and its "noisy" nature — are susceptible of recent developments in machine learning technologies that make this task manageable. This is what IT Disc
Inverse Reinforcement Learning
http://homepages.inf.ed.ac.uk/alex/msc/project.php?number=P020
"To implement inverse reinforcement learning to derive the underlying reward function from sample observations of policies."
Introduction to Machine Learning
http://robotics.stanford.edu/~nilsson/mlbook.html
"This page has pointers to the chapters of my notes on Machine Learning."
UCI Machine Learning Repository
http://www.ics.uci.edu/~mlearn/MLRepository.html
"This is a repository of databases, domain theories and data generators that are used by the machine learning community for the empirical analysis of machine learning algorithms."
UCI KDD Archive
http://kdd.ics.uci.edu
"This is an online repository of large data sets which encompasses a wide variety of data types, analysis tasks, and application areas."
Suttree; GrokItBot; A PyAIML and Bayesian instant messaging bot.
http://www.suttree.com/code/GrokItBot
"For a newcomer to the field, the plethora of different learning machines can be very confusing."
http://www.jmlg.org/machinery.htm