AIxDESIGN Bookmark Library

AIxDESIGN Bookmark Library

2033 bookmarks
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Fellowship Open Climate
Fellowship Open Climate
Call for fellows 2023 open until December 11, 2022 Open Climate seeks seven (7) mid career professionals for the 2023 Open Climate Fellowship Program. We welcome applicants from backgrounds across …
aixdesign·open-climate.org·
Fellowship Open Climate
Dall e 2
Dall e 2
alternatives to dall-e 2
·alternativeto.net·
Dall e 2
Tools to Improve Training Data - Talking Language AI Ep#2
Tools to Improve Training Data - Talking Language AI Ep#2
Vincent Warmerdam builds a lot of NLP tools (https://github.com/koaning). Many of these tools target the scikit-learn ecosystem and there's a theme of labeling across many of them. A recent focus of his stack of tools is to improve training data. In this video, Vincent and Jay discuss a few of these tools and show how they work together. These tools are discussed in the video: - Human-learn: a toolkit to build human-based scikit-learn components - Doubtlab: a toolkit to help find doubtful labels in data - Embetter: A library that makes it very easy to use embeddings in scikit-learn - Bulk: a library that uses embeddings to leverage bulk labeling The talk includes live demos for each and to show how some simple tricks can go a long way. === Join the Cohere Discord: https://discord.gg/co-mmunity Discussion thread for this episode (feel free to ask questions): https://discord.com/channels/954421988141711382/1042163984817721527 Vincent on Twitter: https://twitter.com/fishnets88 human-learn: Natural Intelligence is still a pretty good idea. https://koaning.github.io/human-learn/index.html https://github.com/koaning/human-learn/ doubtlab: Doubt your data, find bad labels. https://koaning.github.io/doubtlab/ https://github.com/koaning/doubtlab embetter: just a bunch of useful embeddings https://github.com/koaning/embetter bulk: A Simple Bulk Labelling Tool https://github.com/koaning/bulk Calmcode: Code. Simply. Clearly. Calmly. Video tutorials for modern ideas and open source tools. https://calmcode.io/ About The Speaker: Vincent worked as an engineer, consultant, researcher, team lead, and educator in the past. Currently, he works as a Machine Learning Engineer over at Explosion, the company behind spaCy and Prodi.gy. In addition to his work at Explosion, he also maintains many scikit-learn-related plugins as well as a popular learning resource over at calmcode.io. He's also a frequent speaker at conferences where he defends common sense over the hype in ML. === Contents 0:00 Introduction 3:06 Tools for Data Quality 9:18 human-learn: Natural Intelligence is still a pretty good idea. 12:28 human-learn: demo 27:11 doubtlab: Doubt your data, find bad labels. 42:35 embetter: just a bunch of useful embeddings 46:16 embetter: demo 58:10 bulk: A Simple Bulk Labelling Tool 1:00:20 bulk demo: exploring text data 1:10:47 bulk demo: exploring images 1:16:20 Why use the scikit learn API? What are the benefits and limitations? 1:17:22 Programmer productivity tips
aixdesign·m.youtube.com·
Tools to Improve Training Data - Talking Language AI Ep#2
Steamship Fellowship for Language AI at Writing Atlas - Airtable
Steamship Fellowship for Language AI at Writing Atlas - Airtable
Steamship is building a platform to put Language AI in the hands of all developers. Plympton is partnering with Steamship on a fellowship program to explore the intersection of tech & literature. You’ll join a two-month-long fellowship in which we’ll coach you through building new features for Writing Atlas. We’ve planned each feature for a smooth development experience, and the results will be something you can show off in production.
aixdesign·airtable.com·
Steamship Fellowship for Language AI at Writing Atlas - Airtable
Open Call – bb15
Open Call – bb15
bb15 art space is seeking proposals for its 2023-2024 program around the open-ended theme of friction. Friction is against sameness, the continuum, the immediate. An emerging friction defeats expectations, questions the agreement and is itchy. Frictioning implies resistance, going against a certain motion. bb15 is looking for projects that bring tension, distortion and counter-current into the flow of things.
aixdesign·bb15.at·
Open Call – bb15
Case Studies - Digital Freedom Fund
Case Studies - Digital Freedom Fund
Case studies DFF supports strategic litigation to advance digital rights in Europe, by providing financial support for strategic court cases and catalysing collaboration between those working to advance digital rights.Strategic litigation – litigation with broad impact and which can bring about legislative or policy change – has proven to be…
aixdesign·digitalfreedomfund.org·
Case Studies - Digital Freedom Fund
Emoji Scavenger Hunt
Emoji Scavenger Hunt
Use your phone’s camera to identify emojis in the real world. Can you find all the emojis before time expires?
aixdesign·emojiscavengerhunt.withgoogle.com·
Emoji Scavenger Hunt
Entomon
Entomon
This Project is an attempt to use deep learning as a tool to question human representation. Human faces and their humanist understanding of the “natural” are modified with facial features of unwanted bodies. Influenced by posthuman visions, the aim is to overcome a binary worldview and embrace hybrid futures and diverse bodies.
aixdesign·stateofthedeep.art·
Entomon
vas3k's blog
vas3k's blog
Blog about survival in the world of technology and all this cyberpunk around
aixdesign·vas3k.com·
vas3k's blog
The Black Technical Object
The Black Technical Object
While machine learning—computer programming designed for taxonomic patterning—offers useful insights into racism and racist behavior, a gap is present in the relationship between machine learning and its connection to the racial history of science and the Black lived experience.
·sternberg-press.com·
The Black Technical Object