by Carles Gelada and Jacob Buckman WARNING: This is an old version of this blogpost, and if you are a Bayesian, it might make you angry. Click here for an updated post with the same content. Context: About a month ago Carles asserted on Twitter that Bayesian Neural Networks…
Posted by Nikita Kitaev, Student Researcher, UC Berkeley and Łukasz Kaiser, Research Scientist, Google Research Understanding sequential data — s...
Create secure and private web apps using only static JavaScript, HTML, and CSS.
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This is the fourth post in an article series about MIT's Linear Algebra course. In this post I will review lecture four on factorizing a matrix A into a product of a lower-triangular matrix L and an upper-triangular matrix U, or in other words A=LU. The lecture also shows how to…
PyTorch extensions for fast R&D prototyping and Kaggle farming - BloodAxe/pytorch-toolbelt
A Ruby interface to the Twitter API.
In psychology, reactance is an unpleasant motivational reaction to offers, persons, rules, regulations, advice, or recommendations that are perceived to threaten or eliminate specific behavioral freedoms. Reactance occurs when an individual feels that an agent is attempting to…
A set of jupyter notebooks on pytorch functions with examples - Tessellate-Imaging/Pytorch_Tutorial
Reverse image search is one of the most well-known and easiest digital investigative techniques, with two-click functionality of choosing “Search Google for image” in many web browsers. This method has also seen widespread use in popular culture, perhaps most notably in the MTV…
Machine learning is one of the hottest topics in computer science today. And not without a reason: it has helped us do things that couldn’t be done before like image classification, image generation and natural language processing. But all of it boils down to a really simple…
If you read my blog then you’ll probably realize there are a few data related topics that I could talk about for days. This blog dives into a tool called RAW Graphs, which solves for two of them, outlined below. We need to enable subject matter experts (SMES) to provide…
This article is about Market Basket Analysis & the Apriori algorithm that works behind it.
A look back at some of the year's key voice search and virtual assistant metrics.
Estimating expected time of arrival (ETA) is crucial to what we do at Lyft. Estimates go directly to riders and drivers using our apps, as…
A lot of great music was released this year, but we narrowed it down for you. Here's a selection of The World's favorite albums chosen by host Marco Werman and show director April Peavey.
Build software with machine learning — no math required.
We show how to build intuitive and useful pipelines with Pandas DataFrame using a wonderful little library called pdpipe.
The deadlift is the most satisfying of barbell lifts. Here's your complete, easy to understand guide to how to deadlift perfectly. Everytime.
This year’s annual meeting of the Association for Computational Linguistics (ACL 2019) was bigger than ever. Although the conference received 75% more submissions than last year, the quality of the research papers remained high, and so the acceptance rates are almost the same…
One of the most useful features of any version control system is the ability to "undo" your mistakes. In Git, "undo" can mean many slightly different things.
With our archives now 3,500+ articles deep, we’ve decided to republish a classic piece each Sunday to help our newer readers discover some of the best, evergreen gems from the past. This article was originally published in January 2019. When you think about boxers’ workouts —…
Efficient cache for gigabytes of data written in Go. - allegro/bigcache
“Real quick, whole squad on that real sh*t 0 to 100, n***a, real quick” —Drake, “0 to 100/The Catch Up” I am a giant advocate for technical founders running their own companies, but one consistent way that technical founders deeply harm their businesses is by screwing up the…
In numerical analysis, the Kahan summation algorithm, also known as compensated summation,[1] significantly reduces the numerical error in the total obtained by adding a sequence of finite-precision floating-point numbers, compared to the obvious approach. This is done…
You need to analyze data to make more informed decisions. There are many tools to help you analyze the data visually or statistically, but they only work if the data is already clean and consistent. Here is the list of 5 data cleansing Tools. Drake Drake is a simple-to-use…
When to use Beta distribution
Explore NLP EDA with Python tools: learn about text statistics, ngrams, topic modeling with pyLDAvis, sentiment analysis, and more
Which algorithm works best for unbalanced data? Are there any tradeoffs?
Reaching and engaging your email subscribers with incredible email marketing automation campaigns is every eCommerce business’s secret weapon to success.
Two reports released recently shine a light on the decade-long trends shaping our relationships to listening, from the dominance of video to the vinyl "boom" that isn't quite.
This zoomable time series area chart shows the number of flights per day. The effect of the September 11, 2001 attacks on air travel is evident.
"Enter into picture Swarmplots, just like their name." https://lttr.ai/MJtZ #datavisualization #awesomevisualization #seaborn #python
Learn the basics of verifying segmentation, analyzing the data, and creating segments in this tutorial. When reviewing survey data, you will typically be handed Likert questions (e.g., on a scale of 1 to 5), and by using a few techniques, you can verify the quality of the survey…
By Bob Hoyt & Bob Muenchen Data science is being used in many ways to improve healthcare and reduce costs. We have written a textbook, Introduction to Biomedical Data Science, to help healthcare professionals understand the topic and to work … Continue reading →
Hulu is allowing just four advertisers to run pause ads each month, which helps to explain why this new type of inventory is selling out several months in advance.
336 votes, 25 comments. Huggingface, the NLP research company known for its transformers library, has just released a new open-source library for…
When it came to giving advice to writers, Kurt Vonnegut was never dull.
55K subscribers in the angularjs community. A community for the awesome MVC JS framework.
This list of lists contains books, notebooks, presentations, cheat sheets, and tutorials covering all aspects of data science, machine learning, deep learning, statistics, math, and more, with most documents featuring Python or R code and numerous illustrations or case studies…
Consumer needs spark consumer journeys. How can marketers identify those needs and address them? The latest consumer research from Google will help.
It's kind of amazing how far HTML and CSS will take you when building a carousel/slideshow.
2.1K votes, 110 comments. 1.3M subscribers in the Python community. The official Python community for Reddit! Stay up to date with the latest news…
In this paper, a feature boosting network is proposed for estimating 3D hand pose and 3D body pose from a single RGB image. In this method, the features learned by the convolutional layers are boosted with a new long short-term dependence-aware (LSTD) module, which enables the…
We present a conceptually simple, flexible, and general framework for object instance segmentation. Our approach efficiently detects objects in an image while simultaneously generating a high-quality segmentation mask for each instance. The method, called Mask R-CNN, extends…
The highest accuracy object detectors to date are based on a two-stage approach popularized by R-CNN, where a classifier is applied to a sparse set of candidate object locations. In contrast, one-stage detectors that are applied over a regular, dense sampling of possible object…
“N of 1” studies aim to answer medical questions one person at a time
the official Rust and C implementations of the BLAKE3 cryptographic hash function - BLAKE3-team/BLAKE3