- Deducer — An R Graphical User Interface (GUI) for Everyone.
- Integration of Civil Unmanned Aircraft Systems (UAS) in the National Airspace System (NAS) Roadmap (PDF, FAA) — first pass at regulatory framework for drones. (via Anil Dash)
- Bitcoin Stats — $21MM traded, $15MM of electricity spent mining. Goodness. (via Steve Klabnik)
- iOS vs Android Numbers (Luke Wroblewski) — roundup comparing Android to iOS in recent commerce writeups. More Android handsets, but less revenue per download/impression/etc.
ENTRIES TAGGED "R"
R GUI, Drone Regulations, Bitcoin Stats, and Android/iOS Money Shootout
Disk Over Ethernet, Inside Elite, Polar Charts, and R Videos
- Seagate Kinetic Storage — In the words of Geoff Arnold: The physical interconnect to the disk drive is now Ethernet. The interface is a simple key-value object oriented access scheme, implemented using Google Protocol Buffers. It supports key-based CRUD (create, read, update and delete); it also implements third-party transfers (“transfer the objects with keys X, Y and Z to the drive with IP address 188.8.131.52”). Configuration is based on DHCP, and everything can be authenticated and encrypted. The system supports a variety of key schemas to make it easy for various storage services to shard the data across multiple drives.
- Masters of Their Universe (Guardian) — well-written and fascinating story of the creation of the Elite game (one founder of which went on to make the Raspberry Pi). The classic action game of the early 1980s – Defender, Pac Man – was set in a perpetual present tense, a sort of arcade Eden in which there were always enemies to zap or gobble, but nothing ever changed apart from the score. By letting the player tool up with better guns, Bell and Braben were introducing a whole new dimension, the dimension of time.
- Micropolar (github) — A tiny polar charts library made with D3.js.
- Introduction to R (YouTube) — 21 short videos from Google.
- Speak Like a Pro (iTunes) — practice public speaking, and your phone will rate your performance and give you tips to improve. (via Idealog)
- R Open Sci — open source R packages that provide programmatic access to a variety of scientific data, full-text of journal articles, and repositories that provide real-time metrics of scholarly impact.
- Keeping Your Site Alive (EFF) — guide to surviving DDOS attacks. (via BoingBoing)
Organising Conferences, Moving to the JVM, Language Crowdsourcing, and Bayesian Computing
- Conference Organisers Handbook — accurate guide to running a two-day 300-person conference. See also Yet Another Perl Conference guidelines.
- Twitter Shifting More Code to JVM — interesting how, at scale, there are some tools and techniques of the scorned Enterprise that the web cool kids must turn to. Some. Business Process Workflow XML Schemas will never find love.
- Louis von Ahn on Duolingo — from the team that gave us “OCR books as you verify you are a human” CAPTCHAs comes “learn a new language as you translate the web”. I would love to try this, it sounds great (and is an example of what crowdsourcing can be).
- Fully Bayesian Computing (PDF) — A fully Bayesian computing environment calls for the possibility of defining vector and array objects that may contain both random and deterministic quantities, and syntax rules that allow treating these objects much like any variables or numeric arrays. Working within the statistical package R, we introduce a new object-oriented framework based on a new random variable data type that is implicitly represented by simulations. Perl made text processing easy because strings were first-class objects with a rich set of functions to operate on them; Node.js has a sweet HTTP library; it’s interesting to see how much more intuitive an algorithm becomes when random variables are a data type. (via BigData)
Faces in R, Open Source Web Analytics, Small File Store, Building Mapper
- R Library for Chernoff Faces — faces represent the rows of a data matrix by faces. plot.faces plots faces into a scatterplot. Interesting emotional way to visualize data, which was used to good effect (though not with this library) by BERG in Schooloscope. (via the tutorial at Flowing Data)
- Piwik — GPLed web analytics package.
- Pomegranate — a data store for billions of tiny files. (via the High Scalability blog interview with the creator of Pomegranate)
- New Backpack Makes 3D Maps of Buildings — the backpack indoor equivalent of the Google Maps cars, from Berkeley researchers.
Fonty Inkness, Machine Learning, Time-Series Indexes, and Graph Analysis
- Measuring Type — clever way to measure which font uses more ink.
- Vowpal Wabbit — fast learning software from Yahoo! Research and Hunch. Code available in git. (via zecharia on Delicious)
- Literature Review on Indexing Time-Series Data — a graduate student’s research work included this literature review of papers on indexing time-series data. (via jpatanooga on Delicious)
- igraph — programming library for manipulating graph data, with the usual algorithms (minimum spanning tree, network flow, cliques, etc.) available in R, Python, and C.
Heat Maps in R, EC2 Blackhat Tricks, Snickersome Unicode, and Decoding Statistics
- Heat Maps in R — We used financial data here because it’s easier to access than the airline data, but it’s actually a pretty interesting way of looking at a financial time series. Weekend and holiday effects are a bit more obvious, and it’s a bit like being able to see the daily, weekly, monthly and yearly closes all at once (by scanning your eye over the calendar in different directions). Includes source code. (via migurski on Delicious)
- BlackHat and EC2 — Theft of resources is the red-headed step-child of attack classes and doesn’t get much attention, but on cloud platforms where resources are shared amongst many users these attacks can have a very real impact. With this in mind, we wanted to show how EC2 was vulnerable to a number of resource theft attacks and the videos below demonstrate three separate attacks against EC2 that permit an attacker to boot up massive numbers of machines, steal computing time/bandwidth from other users and steal paid-for AMIs. (via straup on Delicious)
- Funny Characters in Unicode — I never get tired of the wacky stuff in Unicode. I love the thought of a Unicode committee somewhere arguing passionately about the number of buttons on the snowman …. (via Hacker News)
- Statistics to English Translation — The terms sensitivity and specificity generally refer to diagnostic or screening procedures, such as an HIV or allergy tests. The sensitivity of a test is its true positive rate; the specificity is its true negative rate, although it can be more intuitive to think of specificity as the complement of the false positive rate. This matters. Bandying around numbers with misleading labels, or misinterpreting numbers that have a precise and defined meaning, does not further understanding. (Said 78.4% of statisticians, with a 20% confidence factor probability of false positives)
The Future, Python Metrics, Distributed Version Control, and Stylish R
- What The Future’s All About (Webstock Words) — Bruce Sterling on the future. We’re not going to get a future Cloud World as somehow opposed to a future Augmented Reality World. It can’t happen. The ideas can be clearly distinguished, but ideas about technology, labels for technology, predictions and suppositions about technology, they don’t map onto actual real-world technology. Human culture doesn’t work like a logical argument.
- PyMetrics — code analysis software that produces metrics for your code. (via the excellent 10 Ways To Let People Know You’re a Bad Python Programmer by Noah Gift)
- Prophet and SD 0.7 Are Now Available — Prophet is a lightweight schemaless database designed for peer to peer replication and disconnected operation. Prophet keeps a full copy of your data and (history) on your laptop, desktop or server. Prophet syncs when you want it to, so you can use Prophet-backed applications whether or not you have network. SD (Simple Defects) is a peer-to-peer issue tracking system built on top of Prophet. In addition to being a full-fledged distributed bug tracker, SD can also bidirectionally sync with your RT, Hiveminder, Trac, GitHub or Google Code issue tracker.
- Google’s R Style Guide — R is a high-level programming language used primarily for statistical computing and graphics. The goal of the R Programming Style Guide is to make our R code easier to read, share, and verify. The rules below were designed in collaboration with the entire R user community at Google. (via Bo Cowgill’s blog)