Victor Loux → Bookmarks → machine_learning

ML + Design

machinelearning.design/

A collection of resources for intersection of design, user experience, machine learning and artificial intelligence

• design, tag
• UX, tag
• ai, tag
• machine_learning, tag
• ·2 years ago

A Gentle Introduction to Graph Neural Networks

distill.pub/2021/gnn-intro/

• data_visualisation, tag
• graph, tag
• tutorial, tag
• machine_learning, tag
• ·3 years ago

Self-Organising Textures

distill.pub/selforg/2021/textures/

• graphics, tag
• machine_learning, tag
• cellular_automata, tag
• play, tag
• ·3 years ago

We read the paper that forced Timnit Gebru out of Google. Here’s what it says | MIT Technology Review

technologyreview.com/2020/12/04/1013294/google-ai-ethics-research-paper-forced-out-timnit-gebru/

The company's star ethics researcher highlighted the risks of large language models, which are key to Google's business.

• machine_learning, tag
• paper, tag
• nlp, tag
• ai, tag
• ethics, tag
• climate_change, tag
• ·4 years ago

Introduction — Machine Learning from Scratch

dafriedman97.github.io/mlbook/content/introduction.html

• book, tag
• data_science, tag
• machine_learning, tag
• education, tag
• ai, tag
• ·4 years ago

poseNet() | Models

ml5js.org/reference/api-PoseNet/

• machine_learning, tag
• pose, tag
• body, tag
• javascript, tag
• fun, tag
• classifier, tag
• processing, tag
• ·4 years ago

The Hidden Costs of Automated Thinking | The New Yorker

newyorker.com/tech/annals-of-technology/the-hidden-costs-of-automated-thinking

• research, tag
• machine_learning, tag
• intellectual_debt, tag
• algorithms, tag
• society, tag
• ·5 years ago

SpaceSheet

vusd.github.io/spacesheet/

• machine_learning, tag
• neural_networks, tag
• interface, tag
• explorative, tag
• spreadsheets, tag
• excel, tag
• research, tag
• ·6 years ago

Why Is Google Translate Spitting Out Sinister Religious Prophecies? - Motherboard

motherboard.vice.com/en_us/article/j5npeg/why-is-google-translate-spitting-out-sinister-religious-prophecies

Google Translate is moonlighting as a deranged oracle—and experts say it’s likely because of the spooky nature of neural networks.

• neural_network, tag
• interpretation, tag
• strange, tag
• machine_learning, tag
• translation, tag
• ·6 years ago

Learning with Privacy at Scale - Apple

machinelearning.apple.com/2017/12/06/learning-with-privacy-at-scale.html

• privacy, tag
• machine_learning, tag
• analytics, tag
• ethical_technology, tag
• ·6 years ago

There's No Fire Alarm for Artificial General Intelligence - Machine Intelligence Research Institute

intelligence.org/2017/10/13/fire-alarm/

• ai, tag
• technology, tag
• psychology, tag
• future, tag
• machine_learning, tag
• ·7 years ago

Fontjoy - Get smart font pairings in one click

fontjoy.com/

Fontjoy helps designers choose the best font combinations using deep learning

• typography, tag
• machine_learning, tag
• pairing, tag
• algorithms, tag
• design, tag
• ai, tag
• ·7 years ago

'A white mask worked better': why algorithms are not colour blind | Technology | The Guardian

theguardian.com/technology/2017/may/28/joy-buolamwini-when-algorithms-are-racist-facial-recognition-bias

• racism, tag
• bias, tag
• ethics, tag
• machine_learning, tag
• ai, tag
• ·7 years ago

[1705.07962] pix2code: Generating Code from a Graphical User Interface Screenshot

arxiv.org/abs/1705.07962

• ui, tag
• paper, tag
• deep_learning, tag
• code_generation, tag
• machine_learning, tag
• ·7 years ago

Algorithm-Driven Design — How AI is Changing Design by Yury Vetrov

algorithms.design/

Will Robots Replace Designers? No. It's more like an exoskeleton for designers. Algorithm-driven design tools can help us to construct a UI, prepare assets and content, and personalize the user experience.

• design, tag
• algorithm, tag
• generative, tag
• ai, tag
• UX, tag
• machine_learning, tag
• inspiration, tag
• collection, tag
• ·7 years ago

Machine Learning for Designers - O'Reilly Media

oreilly.com/design/free/machine-learning-for-designers.csp

• book, tag
• machine_learning, tag
• ai, tag
• to_read, tag
• design, tag
• ·7 years ago

Colormind - the smart color palette generator

colormind.io/

Colormind is a deep learning AI that knows color theory. It can generate color palettes from scratch, or it can take your input and intelligently fill in the blanks.

• colours, tag
• colour_theory, tag
• graphic_design, tag
• palette, tag
• calculator, tag
• machine_learning, tag
• tool, tag
• ai, tag
• ·7 years ago

TensorFlow and deep learning, without a PhD

codelabs.developers.google.com/codelabs/cloud-tensorflow-mnist/

• tutorial, tag
• education, tag
• computer_science, tag
• machine_learning, tag
• ai, tag
• deep_learning, tag
• ·7 years ago

Home :: FAT ML

fatml.org/

• ethics, tag
• machine_learning, tag
• accountability, tag
• transparency, tag
• big_data, tag
• ai, tag
• computing, tag
• academia, tag
• conference, tag
• ·8 years ago

What if I'm Not Good at Mathematics - Machine Learning Mastery

machinelearningmastery.com/what-if-im-not-good-at-mathematics/

• learning, tag
• mathematics, tag
• machine_learning, tag
• ·8 years ago