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We present an accessible first course on diffusion models and flow matching for machine learning, aimed at a technical audience with no diffusion experience. We try to simplify the mathematical...

PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing" - GitHub - carpedm20/ENAS-pytorch: PyTorch implementation of "Efficient Neural Arc...

A playground to explore new Next.js App Router features such as nested layouts, instant loading states, streaming, and component level data fetching.

Generative Agents: Interactive Simulacra of Human Behavior

This 5-week online training will equip you with a custom toolkit to regulate your nervous system, build resilience, reduce stress & feel more aliveness.

A gentle guide through the universe of Fragment Shaders for Artist, by @patriciogv. Next @bookofshaders@mastodon.gamedev.place

An open-source platform for playing tabletop games in a physics-based 3D environment for Windows, macOS, and Linux! Made with the Godot Engine. - drwhut/tabletop-club: An open-source platform for p...

Primary Kite repo — private bits replaced with XXXXXXX - GitHub - kiteco/kiteco-public: Primary Kite repo — private bits replaced with XXXXXXX

Effective Altruism research, discussion and community updates

In this extensively revised new edition of the bestselling original, Keras creator offers insights for both novice and experienced machine learning practitioners.

Clipboard optimizer for macOS. Contribute to FuzzyIdeas/Clop development by creating an account on GitHub.

Shift Nudge is the all–new online learning experience for designing beautiful and functional interfaces. Get good at design. Build your portfolio. Create with confidence.

Click the video below to play. Once it’s playing, you’ll see a little rectangle in the bottom-right—click it to make the video full-screen. Press Esc to remove full-screen view.

The goal of this thesis is to develop the optimisation and generalisation theoretic foundations of learning in artificial neural networks. On optimisation, a new theoretical framework is proposed...

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Solve puzzles. Learn CUDA. Contribute to srush/GPU-Puzzles development by creating an account on GitHub.

Offered by University of Washington. Data analysis has replaced data acquisition as the bottleneck to evidence-based decision making --- we ... Enroll for free.

Practical Deep Learning for Coders part 2, 2022

Functional Magnetic Resonance Imaging (fMRI) studies have become increasingly popular both with clinicians and researchers as they are capable of providing unique insights into brain functions. However, multiple technical considerations (ranging from specifics of paradigm design to imaging artifacts, complex protocol definition, and multitude of processing and methods of analysis, as well as intrinsic methodological limitations) must be considered and addressed in order to optimize fMRI analysis and to arrive at the most accurate and grounded interpretation of the data. In practice, the researcher/clinician must choose, from many available options, the most suitable software tool for each stage of the fMRI analysis pipeline. Herein we provide a straightforward guide designed to address, for each of the major stages, the techniques, and tools involved in the process. We have developed this guide both to help those new to the technique to overcome the most critical difficulties in its use, as well as to serve as a resource for the neuroimaging community.

A course to take your TypeScript skills to the next level!

It's been five years since I first began learning category theory! My first "textbook" was the remarkably accessible and widely unknown Categories and Computer Science by R. F. C. Walters. The entire book is a mere 160 pages! https://t.co/L2VCiuKgVK pic.twitter.com/bk4n7NwVZ4— Bryce Clarke (@8ryceClarke) September 20, 2022

A showcase app for the Flutter SDK. Wonderous will educate and entertain as you uncover information about some of the most famous structures in the world. - gskinnerTeam/flutter-wonderous-app: A sh...

In this example, the source image is a large WebMercator square tile (instead of the usual equirectangular image). Zoom & pan Source image regl setup This notebook uses regl to manage shaders. Many thanks to Ricky Reusser for all the help. The fragment shader is the core of the WebGL projection system. It takes as input normalized screen coordinates (x,y), and maps them to a point (lambda, phi) on the sphere using an inverse projection function. It then looks up the color at that point on a texture (usually

Home of the WebKit project, the browser engine used by Safari, Mail, App Store and many other applications on macOS, iOS and Linux. - WebKit/WebKit: Home of the WebKit project, the browser engine u...

Learn how to design systems at scale and prepare for system design interviews - GitHub - karanpratapsingh/system-design: Learn how to design systems at scale and prepare for system design interviews

An introductory text in nonlinear dynamics and chaos, emphasizing applications in several areas of science, which include vibrations, biological rhythms, insect outbreaks, and genetic control systems. This bestselling textbook on chaos contains a rich selection of illustrations, with many exercises