A collection of databases, domain theories, and data generators that are used by the machine learning community for the empirical analysis of machine learning algorithms. It has been widely used by students, educators, and researchers all over the world as a primary source of machine learning data sets.
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
Supports many supervised and unsupervised learning algorithms. Examples include linear and logistic regressions, decision trees, clustering, k-means and so on. It builds on two basic libraries of Python, NumPy and SciPy.
Used by Google to identify objects in photos or understand spoken words in its voice-recognition app. When you write a program in Python, you can compile and run on either your CPU or GPU.
Theano is similar to NumPy. Theano allows you to define, optimize, and evaluate mathematical expressions involving multi-dimensional arrays efficiently. What sets Theano apart is that it takes advantage of the computer’s GPU.
Good for: NLP, clustering, and classification. The data mining portion helps you collect data from web services like Google, Twitter, and Wikipedia. It also has a web crawler and HTML DOM parser.
Used by Google to identify objects in photos or understand spoken words in its voice-recognition app. When you write a program in Python, you can compile and run on either your CPU or GPU.
"The Association for the Advancement of Artificial Intelligence (AAAI) (formerly the American Association for Artificial Intelligence) is a nonprofit scientific society devoted to advancing the scientific understanding of the mechanisms underlying thought and intelligent behavior and their embodiment in machines."
A special interest group within the Association for Computing Machinery interested in the application of computers to tasks normally requiring human intelligence.
The Society for the Study of Artificial Intelligence and Simulation of Behaviour is the oldest and largest society for AI professionals in the United Kingdom. The website has information about the field of AI and past conference proceedings.
The goal of The Alan Turing Institute’s AI programme is to advance world-class research into artificial intelligence, its applications and its implications for society, building on the wealth of expertise and knowledge across our academic network.
