An online book about designing human-centered AI products.
I just wanted to let everyone know I have built out a chatbot to help answer mycroft related questions and will be adding a lot to it over the coming weeks allowing for it to answer questions about the project as well as eventually troubleshoot some issues.
OpenRefine (formerly Google Refine) is a powerful tool for working with messy data: cleaning it; transforming it from one format into another; and extending it with web services and external data.
Written in Java 8.
In this post, we’ll be looking at how we can use a deep learning model to train a chatbot on my past social media conversations in hope of getting the chatbot to respond to messages the way that I would.
There are dozens of packages for NLP out there… but you’ll cover all the important bases once you master a handful of them. This is an opinionated guide that features the 5 Python NLP libraries we’ve found to be the most useful.
An open source semantic network (Creative Commons license) for AI and ML development. Semantic nets encode the meaning of words and concepts for information processing systems. Seems to encompass several spoken languages. Curated to avoid stereotypes. Still an active project. Data elements have a concept of external URLs, which link to other data sources with machine-parseable data related to that element.
A step by step process for setting up and using Mycroft for everyday tasks.
David MacKay has put the textbook he wrote online for everyone to download in a variety of formats. If you find it useful, consider buying a copy.
An open-source drum machine and MIDI sequencer that also uses AI technology to figure out melodies for the patterns you program.
The official website for a transhumanist-themed RPG which is light on the rules but heavy on the "Wow, my character can do that?!" factor.
A well thought out and carefully written paper discussing existential risks to the human race.
Google has opened the source to DeepDream, the neural network image analysis application that made a splash by generating its own images. Here it is, and it tells you what the dependencies are.
Marvin Minsky's classic text, free to read on the web.
In response to the plethora of closed-source and API-only neural network and machine learning software out there the GNU Project has developed Gneural Network, a F/OSS framework which helps the developer build their own projects. Written in C, developed for portability. Has its own scripting language but can be referenced as a library from your own code.
A corpus of over 520 million words which consists of a massive cross-section of the english language between 1990 and 2015. This corpus is used for NLP study, AI training, and lingustic analysis. There's an online service, you can download various forms of it, and you can add to it if you have access.
Free datasets made available by Amazon. Stuff like an atlas of the Galactic Plane, NASA NEX data, the Human Microbiome Project, the Enron emails, Freebase, and the Marvel Universe's socialgraph. The Google Books Ngrams corpus is in here, also, alongside the Westbury Lab USENET corpus.