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2 points by wminshew 17 days ago | link | parent | on: Emrys: p2p gpu compute marketplace

Hi -- founder here open to questions, currently looking for beta users ($10 in compute credits ~= 50 hours on a gtx 1080ti at current pricing) wiling to give feedback.

For users, emrys does ~4 things:

1. uploads a python script and requirements to the server with which a docker image is built

2. syncs the data set, if it exists locally, to the server

3. auctions the job’s execution to supplier’s meeting the user’s hardware requirements

4. streams output logs back to the user & downloads anything the python script saved in ./output/

More information can be found in the docs (https://docs.emrys.io) or by contacting support ([email protected])

1 point by jwkvam 27 days ago | link | parent | on: Matplotlib animations made easy

I was frustrated with how difficult I found making animations in matplotlib so I wrote something to make it easy and called it celluloid. I found the idea in plotnine and simply took out the plotnine specific code and generalized it some more (adding support for subplots).

The goal is that your visualization code shouldn't need to modified at all or as little as possible. With celluloid you take "photos" of your visualization to create each frame. Once all the frames have been captured you can create an animation with one call. The readme has more details.

I think the main audience for this is people who read the matplotlib animation tutorial (https://jakevdp.github.io/blog/2012/08/18/matplotlib-animati...) and thought it was still too complex.

I'm curious if you all think this is useful or how it could be improved. Thanks!

1 point by seoblogger 29 days ago | link | parent | on: Top 10 SEO Companies in USA

The Best Top 10 SEO Companies in the USA

> Important properties of the Normal distribution:

> * The total area under the curve is 1.

If you think this is a property of the "Normal distribution", rather than a property of distributions in general, let me go ahead and completely ignore your article.


https://www.cooldatasets.com is another one
1 point by tomtx 32 days ago | link | parent | on: Building AI & Busting Silos

Why there are just few real AI products for customers in finance?

Why do you think there are so few whiskeys combining smokiness with complexity?

Here's another interesting one https://www.reddit.com/r/algotrading/comments/9radvt/what_ar...
1 point by nischalm 45 days ago | link | parent | on: Lazy loading data in R

This is my first technical blog post! Please do read and give feedback. Thanks!

Spatial co-location pattern mining refers to the task of discovering the group of objects or events that co-occur at many places. Extracting these patterns from spatial data is very difficult due to the complexity of spatial data types, spatial relationships, and spatial auto-correlation. We model the co-location pattern discovery as a clique enumeration problem over a neighborhood graph (which is materialized using a distributed graph database). Further, we propose three new traversal based algorithms, namely CliqueEnumG, CliqueEnumK and CliqueExtend. These algorithms allow for a trade-off between time and memory requirements and support interactive data analysis without having to recompute all the intermediate results.

Listen on: iTunes/Apple Podcasts: http://bit.ly/df-apple Google Podcasts: http://bit.ly/df-google Spotify: http://bit.ly/df-spotify Stitcher: http://bit.ly/df-stitcher SoundCloud: http://bit.ly/df-sc Anchor: http://bit.ly/df-anchor Breaker: http://bit.ly/df-breaker Castbox: http://bit.ly/df-castbox Overcast: http://bit.ly/df-overcast Pocket Casts: http://bit.ly/df-pc Podbean: http://bit.ly/df-podbean Radio Public: http://bit.ly/df-rp Tune In: http://bit.ly/df-ti
1 point by pat 50 days ago | link | parent | on: Data job board

Maybe check out https://ai-jobs.net - it's super simple, mobile-friendly and has a filter to find jobs by region as well.
1 point by legallegends 52 days ago | link | parent | on: Online Trademark Registration

Trademark registration from Legal Legends helps establish ownership and protect brand of an entity. A trademark is a visual symbol, which may be a word, name, device, label or numerals used by a business to distinguish it goods or services from other similar goods or services originating from a different business. Register your brand and Logo in South Africa with the Online trademark registration service from Legal Legends.

Listen on: iTunes/Apple Podcasts: http://bit.ly/df-apple Google Podcasts: http://bit.ly/df-google Spotify: http://bit.ly/df-spotify Stitcher: http://bit.ly/df-stitcher SoundCloud: http://bit.ly/df-sc Anchor: http://bit.ly/df-anchor Breaker: http://bit.ly/df-breaker Castbox: http://bit.ly/df-castbox Overcast: http://bit.ly/df-overcast Pocket Casts: http://bit.ly/df-pc Podbean: http://bit.ly/df-podbean Radio Public: http://bit.ly/df-rp Tune In: http://bit.ly/df-ti

Dedicated Developers is a top-tier Web and Mobile Application Development company. The company was founded in 2007 and employs over 100 employees globally. Their industry leadership stems from their unique model that combines US-based project management and leadership with access to top talent in The UK, Philippines, and Argentina.
1 point by qnsi 62 days ago | link | parent | on: Data job board

Default sorting by name is useless. Also, I wish there was a way to check all job offers in Europe.
1 point by vvmisic 62 days ago | link | parent | on: Interpretable Optimal Stopping

Hi there -- one of the authors of the paper here. Optimal stopping problems constitute an important class of stochastic control problems, with many real applications, such as pricing financial options. Typically they are solved using approximate dynamic programming methods, which involve coming up with some approximation of the value function or the continuation value function.

In this paper, we take a different approach, where we represent the stopping policy as a tree, and propose a methodology for learning this tree from the data; so in the same way that one comes up with a tree for predicting a binary label in classification, or predicting a continuous value in regression, one obtains a tree that prescribes an action for each possible state. We show using a standard benchmark problem in option pricing that these tree policies perform very well, while being as simple and interpretable as tree models used in other areas of machine learning. We appreciate any questions or comments!


Listen on: iTunes/Apple Podcasts: http://bit.ly/df-apple Google Podcasts: http://bit.ly/df-google Spotify: http://bit.ly/df-spotify Stitcher: http://bit.ly/df-stitcher SoundCloud: http://bit.ly/df-sc Anchor: http://bit.ly/df-anchor Breaker: http://bit.ly/df-breaker Castbox: http://bit.ly/df-castbox Overcast: http://bit.ly/df-overcast Pocket Casts: http://bit.ly/df-pc Podbean: http://bit.ly/df-podbean Radio Public: http://bit.ly/df-rp Tune In: http://bit.ly/df-ti

Listen on: iTunes/Apple Podcasts: http://bit.ly/df-apple Google Podcasts: http://bit.ly/df-google Spotify: http://bit.ly/df-spotify Stitcher: http://bit.ly/df-stitcher SoundCloud: http://bit.ly/df-sc Anchor: http://bit.ly/df-anchor Breaker: http://bit.ly/df-breaker Castbox: http://bit.ly/df-castbox Overcast: http://bit.ly/df-overcast Pocket Casts: http://bit.ly/df-pc Podbean: http://bit.ly/df-podbean Radio Public: http://bit.ly/df-rp Tune In: http://bit.ly/df-ti

How is this connected with data science?

Where is the data science here? This is scripting and some data viz

Why, the link opens a forbidden error. I couldn't read the story from Safari either.

Where are we on our digital transformation journey? This hub explains the digital revolution, milestones, and known issues.
1 point by mobiwebtech 73 days ago | link | parent | on: Fantasy Sports Software

Ready to Design a Brand New Fantasy Sports Website for You! Mobiweb Technologies have expertise and years of experience in developing fantasy sports software for games, platforms, and websites for all type of sports such as football, cricket, basketball, baseball, golf, hockey, soccer and auto racing. We are the leading providers of Fantasy Sports software, website and mobile application development. We have developed interactive and feature rich Fantasy Sports solutions for a number of businesses which are running successfully by having millions of users.

Are you looking for Online Trademark Registration for your business? Register your brand and Logo in South Africa with the trademark registration service from Legal Legends. Trademark Registry gives the protection to the brand name with the logo in their respective trademark class. Legal Legends is the leading online legal service provider company in SA. To get any type of legal services from us, just visit our official website now.
1 point by gpierre 84 days ago | link | parent | on: ECCV 2018 conference recap

We were at ECCV 2 weeks ago. This is a recap on two verticals (we voluntarily did not made the recap exhaustive) - new nn architectures (mostly for detection and segmentation purposes) - 6D pose estimation using RGB (not RGB-D) images and the 3D model. Hope you find this interesting.
1 point by pzel 88 days ago | link | parent | on: Make Python Pandas go fast

A short summary of how we used Wallaroo to parallelize a pandas pipeline for speed gains. I'm the author of the post -- if you have any questions, please feel free to post them :)
2 points by stonedux 90 days ago | link | parent | on: A Machine Learning Cheatsheet

Great work, thanks for sharing ;)

this blog post is all about how to get started with reading machine learning papers and to be able to understand following more advanced papers

I finally figured it out. This was really a hassle to deal with, code snippets on MS Word. Hopefully these set-ups help save up some of your time.
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