Entries from October 2019 ↓
October 21st, 2019 — Uncategorized
- (31) Simplifying Model Management with MLflow – Matei Zaharia (Databricks) Corey Zumar (Databricks) – YouTube
Last summer, Databricks launched MLflow, an open source platform to manage the machine learning lifecycle, including experiment tracking, reproducible runs and model packaging. MLflow has grown quickly since then, with over 120 contributors from dozens of companies, including major contributions from R Studio and Microsoft. It has also gained new capabilities such as automatic logging from TensorFlow and Keras, Kubernetes integrations, and a high-level Java API. In this talk, we’ll cover some of the new features that have come to MLflow, and then focus on a major upcoming feature: model management with the MLflow Model Registry. Many organizations face challenges tracking which models are available in the organization and which ones are in production. The MLflow Model Registry provides a centralized database to keep track of these models, share and describe new model versions, and deploy the latest version of a model through APIs. We’ll demonstrate how these features can simplify common ML lifecycle tasks
- The Surprising Origins and Meaning of the Phrase "You Guys" | Time
- You need a lot of luck, not just positivity, when cancer strikes | Deborah Orr | Opinion | The Guardian
- Twitter
RT @JessieNYC: If you’re interested at all in race & tech, read this whole thread. 🔥
- Award-winning columnist Deborah Orr dies aged 57 | Media | The Guardian
- Twitter
RT @Asher_Wolf: Trying to get salaried work as a journalist
- HUD officials knowingly failed ‘to comply with the law,’ stalled Puerto Rico hurricane relief funds
- Red Flags All Over for Senate Republicans
- Open Source Firmware | October 2019 | Communications of the ACM
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October 20th, 2019 — Uncategorized
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October 19th, 2019 — Uncategorized
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October 18th, 2019 — Uncategorized
- Mark Zuckerberg doesn’t understand free speech in the 21st century | Siva Vaidhyanathan | Opinion | The Guardian
- Twitter
RT @frippet: Excellent look at how climate change might affect people in the US and Australia, based on California’s recent powe…
- Twitter
RT @jonathanrosy: Busy news day (aren’t they all) but man did this story get buried today @RonanFarrow
- Twitter
RT @KevinCate: For the first time in a decade, a Florida Senate committee scheduled a meeting to discuss the impact of climate cha…
- Twitter
RT @HeidiStevens13: When I saw Oprah interview Michelle Obama, Oprah asked how Michelle got over feeling intimidated sitting at big tab…
- Twitter
RT @JFrankensteiner: I want a book where Val Kilmer tells micro stories that may or may not be true about celebrity encounters.
- I’ve seen California’s future, and it’s dark | The Outline
- Twitter
RT @JoyAnnReid: You really can’t overstate how unprecedented and abnormal this is. No American president has ever awarded such a co…
- George Conway: Trump Is Unfit for Office – The Atlantic
- Twitter
RT @litmar: big yikes
- After long silence, FL GOP leaders talk ‘sea level rise’ | Miami Herald
- (500) https://www.washingtonpost.com/graphics/2019/world/climate-environment/climate-change-qatar-air-conditioning-outdoors/
“Facing unbearable heat, Qatar has begun to air-condition the outdoors”
- “The Mary Tyler Moore Show” Is One Of The Best Sitcoms You Can Stream Right Now
- Integrate your data, APIs, and cloud services in minutes – Pipedream
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- Twitter
RT @nytimes: In Opinion
Timothy Snyder writes: Hitler and the Nazis found a simple slogan they repeated again and again to disc…
- Twitter
RT @SenatorRomney: Iran’s power position has significantly increased with Turkey wiping out our friends, the Kurds, in Syria. Because…
- Twitter
RT @ScottJCollette: Never forget that Mel Brooks hired David Lynch to direct THE ELEPHANT MAN and David Cronenberg to direct THE FLY, t…
- Can ultrasound be used to fight Alzheimer’s? | PBS NewsHour
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October 17th, 2019 — Uncategorized
- Qatar, facing unbearable heat, has begun to air-condition the outdoors – Washington Post
- [GCP] Node Auto provisioner pool is missing VM service account and oauth scopes · Issue #4259 · kubeflow/kubeflow
- It’s Time to Push Tech Forward, and Rebuild What It Broke | WIRED
- Opinion | How Hitler Pioneered ‘Fake News’ – The New York Times
- Transitioning from postdoc researcher to gig-economy scientist
- “There Is Definite Hanky-Panky Going On”: The Fantastically Profitable Mystery of the Trump Chaos Trades
- Twitter
RT @EricBoehlert: this is what happens when a newsroom is afraid of its own shadow
- Twitter
RT @sadydoyle: Got to fix that Overlook elevator kids
- Twitter
RT @stephaniedk96: Who gave Louise Gluck the right
(from the poem ‘October’)
- Twitter
RT @doctorow: Samuel Delany’s 1977 Star Wars review: why is the future so damned white and male?
- Women’s Merino Wool Ragg Socks, 10" Two-Pack
- Women’s Compression Virtual Voyager Print OTC Socks|Smartwool®
- Charles Finch on How He Writes Charles Lenox Mysteries
- Where Agatha Christie Dreamed Up Murder | Travel | Smithsonian
- Twitter
RT @JayInslee: “There is no middle road on the climate crisis. We will either address the problem meaningfully and in accordance w…
- Twitter
RT @azbrodsky: Never speak ill of the dead, like Harold Bloom, who told my American lit seminar that we should feel free to report…
- Twitter
RT @dem8z: May we eventually get to the point when we won’t feel compelled to mention that an innocent black person, slaughter…
- Samuel Delany’s 1977 Star Wars review: why is the future so damned white and male? / Boing Boing
- The Stars My Destination — kaninchenzero: gwillow: samueldelany: Samuel…
- Mindfulness Isn’t Much Harder than Mindlessness
- Elizabeth Warren faced sexism and shed a husband teaching law at University of Houston – The Washington Post
- 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. It can differentiate through loops, branches, recursion, and closures, and it can take derivatives of derivatives of derivatives. It supports reverse-mode differentiation (a.k.a. backpropagation) via grad as well as forward-mode differentiation, and the two can be composed arbitrarily to any order.
What’s new is that JAX uses XLA to compile and run your NumPy programs on GPUs and TPUs. Compilation happens under the hood by default, with library calls getting just-in-time compiled and executed. But JAX also lets you just-in-time compile your own Python functions into XLA-optimized kernels using a one-function API, jit. Compilation and automatic differentiation can be composed arbitrarily, so you can express sophisticated algorithms and get maximal performance without leaving Python.
Dig a little deeper, and you’ll see that JAX is really an extensible system for composable function transformations. Both grad and jit are instances of such transformations. Another is vmap for automatic vectorization, with more to come.
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October 15th, 2019 — Uncategorized
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October 14th, 2019 — Uncategorized
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October 13th, 2019 — Uncategorized
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October 12th, 2019 — Uncategorized
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October 11th, 2019 — Uncategorized
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