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Random Forests for Complete Beginners
The definitive guide to Random Forests and Decision Trees.
New
The latest blog posts to take off on Hacker News. 6,335 posts.
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Aroma: Using machine learning for code recommendation
Aroma is a code-to-code search and recommendation tool that uses ML to make the process of gaining insights from big codebases much easier.
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Combine statistical and symbolic artificial intelligence techniques
MIT researchers show that merging statistical and symbolic artificial intelligence promises to enable computers to reason more like humans. Their hybrid model can learn object-related concepts like color and shape, and leverage that knowledge to interpret complex relationships.
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Clojure from Scratch to GPU: A Simple Neural Network Training API
The stage has been set for wrapping up the simplest version of a complete neural network API, and its key part that offers the entry for the /learning/ funct...
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YOLO: Real-Time Object Detection
You only look once (YOLO) is a state-of-the-art, real-time object detection system. On a Pascal Titan X it processes images at 30 FPS and has a mAP of 57.9% on COCO test-dev.
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How I Eat for Free in NYC Using Python, Automation, AI, and Instagram
Living and working in the big apple comes with big rent.
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Creating a Starcraft AI – Part 22: Caveat Implementor
First part of this series | Previous | Next |Index In the latter part of the last episode, I outlined two problems I want to solve next. The first is to weigh in the direction of my target when fin…
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The Illustrated Word2vec
Discussions: Hacker News (347 points, 37 comments), Reddit r/MachineLearning (151 points, 19 comments) Translations: Chinese (Simplified), French, Korean, Portuguese, Russian “There is in all things a pattern that is part of our universe. It has symmetry, elegance, and grace - those qualities you find always in that…
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We improved Tensorflow Serving performance by over 70%
In this blog, we’ll focus on techniques that improve latency by optimizing both the prediction server and client.
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Machine Learning: Full-Text Search in JavaScript – Relevance Scoring (2015)
Full-text search is a powerful machine learning algorithm, especially relevant for web developers. This article teaches you the basics, from scratch.
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Remastering Star Trek: Deep Space Nine with Machine Learning
The site for the Remako Mod, a Final Fantasy VII mod that uses AI to improve the graphics of this classic JRPG.
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Backpropogation Is Just Steepest Descent with Automatic Differentiation (2013)
Preface The intended audience of this article is someone who knows something about Machine Learning and Artifical Neural Networks (ANNs) in particular and who recalls that fitting an ANN required a…
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Gwern’s AI-Generated Poetry
Gwern has answered my prayers and taught GPT-2 poetry. GPT-2 is the language processing system that OpenAI announced a few weeks ago. They are keeping the full version secret, but have released a s…
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Beginner's Guide to Attention Mechanisms and Memory Networks
SkyMind AI — humanoid robotics and the case for physical AI. Curated rather than complete: deliberate selection, checked content and clear structure…
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OpenAI LP
We’ve created OpenAI LP, a new “capped-profit” company that allows us to rapidly increase our investments in compute and talent while including checks and balances to actualize our mission.
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Principal component analysis: pictures, code and proofs (2018)
The code used to generate the plots for this post can be found here.
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How Transformers Work – Model Used by Open AI and DeepMind
Transformers are a type of neural network architecture that have been gaining popularity. Transformers were recently used by OpenAI in…
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RNN-Based Handwriting Recognition in Gboard
Posted by Sandro Feuz and Pedro Gonnet, Senior Software Engineers, Handwriting Team In 2015 we launched Google Handwriting Input, which enabled u...
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Viewing Matrices and Probability as Graphs
Today I'd like to share an idea. It's a very simple idea. It's not fancy and it's certainly not new. In fact, I'm sure many of you have thought about it already. But if you haven't—and even if you have!—I hope you'll take a few minutes to enjoy it with me. Here's the idea: Every matrix corresponds to a graph. So…
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Implementing a Neural Network from Scratch in Python
A simple explanation of how they work and how to implement one from scratch in Python.
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Waymo: Bringing 3D perimeter Lidar to partners
Simon Verghese, Head of Lidar Team
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Neural MMO – A Multiagent Game Environment
Stay up to speed on the rapid advancement of AI technology and the benefits it offers to humanity.
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Google open sourced GPipe, a library for training large ML models
Posted by Yanping Huang, Software Engineer, Google AI Deep neural networks (DNNs) have advanced many machine learning tasks, including speech rec...