What is torch.nn really? — PyTorch Tutorials 1.0.0.dev20190114 documentation
by Jeremy Howard, fast.ai. Thanks to Rachel Thomas and Francisco Ingham. We recommend running this tutorial as a notebook, not a script. To download the notebook (.ipynb) file, click here .
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3 days ago
fast.ai DL2 Lesson 9: Single Shot Detection detailed walkthrough -
A couple of months ago I decided to take a closer look at object detection. The result of my experiments, at the time, was this post, where I challenged myself to detect pneumonia in chest radiographs.
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6 days ago
Twitter
The massive collection of editable, online-runnable, wonderfully constructed examples of C++ use at cppreference might just be the best way to learn modern C++. Such a magnificent and under-appreciated resource. http://bit.ly/2D8AP9v
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7 days ago
Interview with Uphold CEO JP Thieriot - Greg Kidd - XRP Listing - xRapid Potential - New Products - YouTube
Uphold - https://uphold.com/Get the Ledger Nano S to Safely store your Cryptocurrency! - http://bit.ly/2RmQ0Vh support the channel by joining my Patreon group - http://bit.ly/2CecdKC on Twitter - https://twitter.com/ThinkingCrypto1Follow on Facebook - https:/
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8 days ago
High Performance Numeric Programming with Swift: Explorations and Reflections · fast.ai
Over the past few weeks I’ve been working on building some numeric programming libraries for Swift.
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9 days ago
The Julia Challenge in C++ – Wolf Vollprecht – Medium
Recently, some folks of the Julia community were boasting about the expressiveness of the Julia programming language, compared to older languages. That’s how they started the Julia Challenge. The challenge is to create numerical functions with broadcasting for arrays, a key feature in Julia.
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9 days ago
SpaceX Tour - Texas Test Site - YouTube
Tom Mueller, SpaceX's VP of Propulsion, gives a tour of our Texas Test Site showing structural and propulsion test facilities in action.More information on SpaceX:
http://www.spacex.com/
http://twitter.com/spacex
http://www.facebook.com/SpaceX
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14 days ago
Initialization in C++ is Seriously Bonkers - No TV and No Beer
I was recently reminded of why I think it’s a bad idea to teach beginners C++. It’s a bad idea because it is an objective mess–albeit a beautiful, twisted, tragic, wondrous mess. Despite the current state of the community, this post is not a polemic against modern C++.
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14 days ago
GitHub - google/jax: Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
JAX is Autograd and XLA, brought together for high-performance machine learning research. With its updated version of Autograd, JAX can automatically differentiate native Python and NumPy functions.
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14 days ago
GPU Dask Arrays, first steps
The following code creates and manipulates 2 TB of randomly generated data. On a single CPU, this computation takes two hours.
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15 days ago
The matrix calculus you need for deep learning
(We teach in University of San Francisco's MS in Data Science program and have other nefarious projects underway. You might know Terence as the creator of the ANTLR parser generator. For more material, see Jeremy's fast.
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19 days ago
Nevergrad: An open source tool for derivative-free optimization - Facebook Code
We used Nevergrad to implement several benchmarks, in order to show that a particular algorithm will work best in particular cases.
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4 weeks ago
Gregor Macdonald | TerraJoule Publishing  on Gumroad
ebooks on energy and economics | the terrajoule.us newsletter
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4 weeks ago
Etsy’s experiment with immutable documentation - Code as Craft
Writing documentation is like trying to hit a moving target. The way a system works changes constantly, so as soon as you write a piece of documentation for it, it starts to get stale.
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5 weeks ago
Faster Neural Networks Straight from JPEG
The simple, elegant approach of training convolutional neural networks (CNNs) directly from RGB pixels has enjoyed overwhelming empirical success.
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5 weeks ago
Faster Neural Networks Straight from JPEG | Uber Engineering Blog
Neural networks, an important tool for processing data in a variety of industries, grew from an academic research area to a cornerstone of industry over the last few years.
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5 weeks ago
Generating Classical Music with Neural Networks - FloydHub Blog
Christine McLeavey Payne may have finally cured songwriter's block. Her recent project Clara is a long short-term memory (LSTM) neural network that composes piano and chamber music. Just give Clara a taste of your magnum-opus-in-progress, and Clara will figure out what you should play next.
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7 weeks ago
Fast, Constant Time Sphere Indexing, Part 1 · Gazoo.vrv
The problem statement is: Assuming a triangle-subdivided sphere, map any 3D point on or above it to a triangle index in constant-time, without using recursion, table lookups or complicated branching logic. Even better; make it so simple you can use it in a pixel shader.
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8 weeks ago
3 Month Coding Interview Bootcamp – educative – Medium
(Some background: I’ve interviewed hundreds of candidates for software engineering jobs at Facebook and Microsoft. I’ve also failed several coding interviews myself when I wasn’t prepared. Let’s get this out of the way.
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8 weeks ago
GitHub - green7ea/cpp-compilation: A short description of the C++ build process
The last good thing written in C was Franz Schubert's Symphony Number 9. Fifty years of programming language research, and we end up with C++?
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9 weeks ago
Fast line-following robots part 1: control – a1k0n.net
Since February 2016, I have been participating in DIYRobocars meetups here in the SF Bay Area, wherein a bunch of amateur roboticists compete in autonomous time trials with RC cars.
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9 weeks ago
Linkers and Loaders
The text in these files is the unedited original manuscript.
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10 weeks ago
ML Resources
This is a not-particularly-systematic attempt to curate a handful of my favorite resources for learning statistics and machine learning. This isn’t meant to be comprehensive, and in fact is still missing the vast majority of my favorite explainers.
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10 weeks ago
302 Found
In this tutorial, we’ll build a Python deep learning model that will predict the future behavior of stock prices. We assume that the reader is familiar with the concepts of deep learning in Python, especially Long Short-Term Memory.
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10 weeks ago
Real time numbers recognition (MNIST) on an iPhone with CoreML from A to Z · Blog · Liip
Learn how to build and train a deep learning network to recognize numbers (MNIST),how to convert it in the CoreML format to then deploy it on your iPhoneX and make it recognize numbers in realtime! This is the third part of our deep learning on mobile phones series.
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10 weeks ago
The Ancient Art of the Numerati
A guide to practical data mining, collective intelligence, and building recommendation systems by Ron Zacharski. This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License.It is available as a free download under a Creative Commons license.
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10 weeks ago
GitHub - iamtrask/Grokking-Deep-Learning: this repository accompanies my forthcoming book "Grokking Deep Learning"
This repository accompanies my forthcoming book "Grokking Deep Learning", available here.
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11 weeks ago
Video Lectures | Structure and Interpretation of Computer Programs | Electrical Engineering and Computer Science | MIT OpenCourseWare
This is one of over 2,200 courses on OCW. Find materials for this course in the pages linked along the left. MIT OpenCourseWare is a free & open publication of material from thousands of MIT courses, covering the entire MIT curriculum.
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11 weeks ago
From Horse Power to Horsepower – ACCESS Magazine
In 1898, delegates from across the globe gathered in New York City for the world’s first international urban planning conference. One topic dominated the discussion. It was not housing, land use, economic development, or infrastructure. The delegates were driven to desperation by horse manure.
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12 weeks ago
302 Found
Want to learn applied Artificial Intelligence from top professionals in Silicon Valley or New York? Learn more about the Artificial Intelligence program at Insight. Are you a company working in AI and would like to get involved in the Insight AI Fellows Program? Feel free to get in touch.
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12 weeks ago
Former CIA Chief Explains How Spies Use Disguises | WIRED - YouTube
Former Chief of Disguise for the CIA, Jonna Mendez, explains how disguises are used in the CIA, and what aspects to the deception make for an effective disguise. You can watch new episodes of WIRED MASTERMINDS on your smart TV.https://ift.tt/2AolQGJ haven’t subscribed to WIR
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12 weeks ago
Deep_Learning_Project-Pytorch
In the fall of 2016, I was a Teaching Fellow (Harvard's version of TA) for the graduate class on "Advanced Topics in Data Science (CS209/109)" at Harvard University.
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12 weeks ago
GitHub - msalvaris/gpu_monitor: Monitor your GPUs whether they are on a single computer or in a cluster
This is an app for monitoring GPUs on a single machine and across a cluster. You can use it to record various GPU measurements during a specific period using the context based loggers or continuously using the gpumon cli command.
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october 2018
Twitter
Nvtop: "NVidia TOP", a (h)top like task monitor for NVIDIA GPUs https://github.
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october 2018
First-Class Automatic Differentiation in Swift: A Manifesto · GitHub
This document is written for both the machine learning community and the Swift programming language design community, with a strong focus on language design.
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october 2018
Inside the eight desperate weeks that saved SpaceX from ruin | Ars Technica
They bunked in a double-wide trailer, cramming inside on cots and sleeping bags, as many as a dozen at a time. In the mornings, they feasted on steaming plates of scrambled eggs.
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september 2018
GitHub - TheAlgorithms/Python: All Algorithms implemented in Python
These are for demonstration purposes only. There are many implementations of sorts in the Python standard library that are much better for performance reasons.
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september 2018
An Oral History of Apple's Infinite Loop | WIRED
Last month, Apple became the first company valued at a trillion dollars. With its new ring-shaped campus, all glass and curvy lines, it looks the part of a company bestriding an industry. But its dominance wasn’t always assured.
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september 2018
The White Darkness: A Journey Across Antarctica | The New Yorker
The man felt like a speck in the frozen nothingness. Every direction he turned, he could see ice stretching to the edge of the Earth: white ice and blue ice, glacial-ice tongues and ice wedges. There were no living creatures in sight. Not a bear or even a bird. Nothing but him.
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february 2018
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