A F/OSS natural language translation system that seems to want to give Google Translate a run for its money. The corpuses used for training appear to be crowdsourced, and I think you can download the trained models on their own. Aims to be self-hosted.
Installation docs: http://wiki.apertium.org/wiki/Installation
An NLP deep learning toolkit for building training pipelines. Tries to minimize the effort for constructing the training and inference stages. Defines modular building blocks of neural network components, and a suite of NLP models. The end goal is to make building a neural network as easy as playing with Legos. Supports English and Chinese.
A basic server which implements a neural network and a REST API. Give it some basic training data, and then chat with it. It will slowly learn how to communicate with you.
A deep learning NLP modeling framework based on PyTorch. Text classifiers, sequence taggers, joint intent-slot models.
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.
3722 links, including 192 private