Happy to share: My 20 hour course on Practical Machine Learning with @TensorFlow 2.0 is now live on @nptelindia & @YouTube . It's a joint course between @Google & @iitmadras. Thanx @divy93t @pankaj @ravi_iitm @random_forests & @lmoroney for support. Strong TF interest in India.
— Ashish Tendulkar (@ashish_vt) August 30, 2019
Can someone please go to @DeepMindAI and give the person behind the OpenSpiel 'phase portraits' an "accidental AI paper art" prize? These are fantastic!
— Jack Clark (@jackclarkSF) August 29, 2019
Read more: OpenSpiel: A Framework for Reinforcement Learning in Games https://t.co/5PzTq6IOhO pic.twitter.com/xov5wPea6q
What's under the hood of tf-explain? Here is a blog post I wrote explaining various methods (Occlusion Sensitivity, Grad CAM, ..) and their @Tensorflow 2.0 implementations!https://t.co/sJOnew8k2r
— Raphael Meudec (@raphaelmeudec) August 28, 2019
There is a trend for huge Transformers. We went the other way: decreasing the size! 🤗
— Victor Sanh (@SanhEstPasMoi) August 28, 2019
Introducing DistilBERT: a smaller, faster, cheaper, lighter BERT trained w/ distillation!
95% of BERT's GLUE perf w/ 66M parameters.
📃: https://t.co/4YR4KkSUwQ
💻: https://t.co/vwTPPRsi7r pic.twitter.com/TraVr39J6v
Good seeing @Foursquare's loooong journey getting some love in @NYMag. Highlights: $100M+ in revenue this year, 100M+ places in our database, thoughtful approach to our role in inventing the future of location & context-aware tech. https://t.co/Yb4asHJCNH
— Dennis Crowley (@dens) August 28, 2019
Understanding China's social credit system, by @triviumchina: https://t.co/v286Za513m
— Bonnie Kavoussi (@bkavoussi) August 27, 2019
For #DeepLearning experiment tracking software that builds on/extends Tensorboard, there are a few options today:
— Delip Rao (@deliprao) August 26, 2019
Free/OSS:
mlflow
paid:https://t.co/xHlifB9zeuhttps://t.co/zHp9t8lg47
Is there anything I am missing, esp. in the Free/OSS ecosystem?
The infinite gift 🎁is an interesting object where the side of the nth box is 1/√n. As n→+∞, the gift has infinite surface area and length but finite volume! pic.twitter.com/Ckm2KHp1e7
— Fermat's Library (@fermatslibrary) August 27, 2019
We're excited to release OpenSpiel: a framework for reinforcement learning in games. It contains over 25 games, and 20 algorithms, including tools for visualisation and evaluation.
— DeepMind (@DeepMindAI) August 27, 2019
GitHub: https://t.co/RKMqy3olet
Paper: https://t.co/gVaCu7PCLQ pic.twitter.com/9atJDrpHHw
Ideas are immortal and abundant.
— Jameson Lopp (@lopp) August 26, 2019
Inspiration is perishable and scarce.
If only there were a way to buy things online while preserving our financial privacy.
— Neeraj K. Agrawal (@NeerajKA) August 26, 2019
"spending patterns can reveal lots — possibly enough to blackmail you.” https://t.co/iuxxerrZXk
Over 400 Statistical Concepts Explained in Simple English — in 18 Parts: https://t.co/YA8aIKcSfC #abdsc
— Kirk Borne (@KirkDBorne) August 26, 2019
—————#BigData #DataScience #DataLiteracy #StatisticalLiteracy #Statistics #AI #MachineLearning
————
+See the associated book here: https://t.co/YfmTssDRCO pic.twitter.com/O6SYrVA0Rd
Generating High-Resolution Fashion Model Images Wearing Custom Outfits
— roadrunner01 (@roadrunning01) August 26, 2019
pdf: https://t.co/QVnuPNtuwz
abs: https://t.co/uLgVtLauxc pic.twitter.com/BSAKtKgY8o
I think my favorite thing about going to esports events is seeing parents finally realize that this is all ‘real.’
— Blake Robbins (@blakeir) August 25, 2019
There are so many people that try to explain this world to their parents or family, but until you actually see it — it’s hard to comprehend.
it's all about the mindset: https://t.co/UtoTxpG0ch
— Tom Bachmann (@tbach7) August 25, 2019
What’s the total area of these two squares? pic.twitter.com/JMbSVKct7u
— Catriona Shearer (@Cshearer41) August 24, 2019
FIVE Productivity FEYNMAN- strategies: 🧠
— Richard Feynman (@ProfFeynman) August 23, 2019
• Stop trying to know-it-all.
• Don't worry about what others are thinking.
• Don't think about what you want to be, but what you want to do.
• Have a sense of humor and talk honestly.
• Teach others what you know. pic.twitter.com/tiqsf0WEc5
Could roving 3D printers repair the planet's damaged environment? https://t.co/U05Et1hrqL
— Futurism (@futurism) August 23, 2019
Today, OpenAI released GPT-2 774M (English) and Facebook released XLM pre-trained models for 100 languages. Looks like a glut of #NLProc resources for everyone freely accessible. What a wonderful time to live!https://t.co/1OMd3D5xDohttps://t.co/lyC2eKvp3J
— Delip Rao (@deliprao) August 20, 2019
You work in #archaeology, which means the experiments you want to run are often impossible (eg, distant past) or unethical (eg, disease spread; collapse). Where do you turn?
— Santa Fe Institute (@sfiscience) August 19, 2019
To agent-based modeling.
SFI's @StefaniCrabtree on this powerful technique:https://t.co/nTb59o7Myj#ABM
The beauty of physics as shown by drawing natural pendulum motion pic.twitter.com/8F5WjD8Mei
— Farbod Saraf (@farbodsaraf) August 17, 2019
Siri before being bought by Apple. https://t.co/LgvihF4nJJ
— Bob Burrough (@bob_burrough) August 17, 2019
I've reproduced 130 research papers about “predicting the stock market” https://t.co/Kki92DJnl6 (https://t.co/f498fD5lLC)
— Hacker News 200 (@newsyc200) August 17, 2019
Very nicely explained article on training a progressive-growing GAN for synthesizing faces: https://t.co/5zSgi1oXlG
— François Chollet (@fchollet) August 16, 2019
All 696 episodes of EconTalk are now available for the podcast app you subscribe to. Try one or all of them. Enjoy.
— Russell Roberts (@EconTalker) August 16, 2019
"New State of the Art AI Optimizer: Rectified Adam (RAdam). Improve your AI accuracy instantly versus Adam, & why it works"
— Jeremy Howard (@jeremyphoward) August 15, 2019
It's been a long time since we've seen a new optimizer reliably beat the old favorites; this looks like a very encouraging approach!https://t.co/1MZmTbmFjn
a little history
— Meltem Demirors (@Melt_Dem) August 15, 2019
in 1996, researchers at the NSA wrote a paper called "how to make a mint: the cryptography of anonymous electronic cash" and it's a pretty good lead in to what we're building 20 years later... https://t.co/d2w0nkCe8J
Wework is amazing!https://t.co/cvY7W2opnJ
— Subrahmanyam KVJ (@SuB8u) August 15, 2019
With time, we hope these design principles can help inform best practices for how to build capable RL agents without reward tampering incentives.
— DeepMind (@DeepMindAI) August 14, 2019
This builds upon our previous work on understanding agent incentives with causal influence diagrams: https://t.co/WBc7fUJCbf
In our latest AI safety blog post, we explore principled solutions to the reward tampering problem, in which a reinforcement learning agent actively changes its reward function to maximise reward.
— DeepMind (@DeepMindAI) August 14, 2019
Blog post: https://t.co/UAPa3b71bK
Paper: https://t.co/cxksIx5kwU pic.twitter.com/HRnoYBHBYA
The Feynman Lectures on Physics: Algebra (1963) https://t.co/jjDXf9rxQa (https://t.co/I2n1FWnCtC)
— Hacker News 200 (@newsyc200) August 14, 2019
Kayne ahead of us as always: pic.twitter.com/CV72fz14dp
— Daniel Gross (@danielgross) August 14, 2019
Cashierless Stores Make Inroads in U.S.#AI #RiseoftheRobots
— Martin Ford (@MFordFuture) August 13, 2019
https://t.co/WmoZPaQu8W via @WSJ
We are excited to release Behaviour Suite for Reinforcement Learning, or ‘bsuite’ – a collection of carefully-designed experiments that investigate core capabilities of RL agents
— DeepMind (@DeepMindAI) August 13, 2019
GitHub: https://t.co/kGkRtFhezR
Paper: https://t.co/UJcALddJpc
Good map of the AutoML terrain: how do we efficiently search through possible deep learning architectures to find the most accurate models for our data? 🔎👍🏼 https://t.co/55CaP3sy5B
— Frank Chen (@withfries2) August 13, 2019
Tumblr got acquired by @automattic (@WordPress) yesterday.
— Product Hunt (@ProductHunt) August 13, 2019
So we're curious — what's your favorite Tumblr? Tell us here: https://t.co/oS2iK7mkOL
*historic social media video courtesy of @thenextweb pic.twitter.com/Ka0GVW3ubU
💡s
— Patrick OShaughnessy (@patrick_oshag) August 13, 2019
-outsource if the vendor can compound quality/value faster than you could internally (eg AWS)
-always ask “what’s not being said”
-think about how fixed costs could be turned into either variable costs or revenue producing services
-what would be your biz’s 10 commandments? https://t.co/s2fOeYGKge
How Steve Jobs conceived the "bicycle for the mind" metaphor for the personal computer, which largely drove Apple's philosophy for decades (@stevesi / Learning By Shipping)https://t.co/aewRWic9IPhttps://t.co/mwrgtubJSf
— Techmeme (@Techmeme) August 13, 2019
It's interesting that they tested it in stealth as an unbranded service, using Facebook ads. Got to close to 10,000 members before announcing https://t.co/8tKEc7SXWp
— Adam Crouch (@heyAdamCrouch) August 12, 2019
🙌🙌 🙏🙏 Thanks Nike! ”When your child grows out of a pair or they get worn out, you can send shoes back and even include non-Nike shoes you want to get rid of. If a shoe is in good condition, Nike will donate it or will recycle it into other products” https://t.co/y4CODL7f1X
— Tony Fadell (@tfadell) August 12, 2019
BANG BANG. Just dropped 5 more 🔥 episodes of "Letters From Wall Street."
— Pomp 🌪 (@APompliano) August 12, 2019
- Benjamin Graham 1946 Annual Letter
- @Jkylebass's The Quiet Panic
- Zuck's 2012 Founder Letter
- Constellation 2017 Annual Letter
- Carta CEO's "How To Hire"
Instant classics.https://t.co/BaIpnBWDc3
The challenge with adding more engineers to a project. Just moving from 3 developers to 4 doubles the number of lines of communication. pic.twitter.com/TkI2NcHVT2
— Rich Rogers (@RichRogersIoT) August 9, 2019
140 #MachineLearning Formulas for #DataScientists (in a free downloadable 17-page PDF): https://t.co/HDXkEwYKbh
— Kirk Borne (@KirkDBorne) August 9, 2019
————#BigData #DataScience #Statistics #AI #Mathematics #DataLiteracy #StatisticalLiteracy #abdsc
————
+Learn more about Bayes #Algorithm here: https://t.co/Dt1RT3bhY2 pic.twitter.com/1fgK0b3m2T
Today we're excited to reveal Blockstream Mining and Pool, providing enterprise-class mining equipment colocation in our US & Canada data centers, and the first-ever #BetterHash mining pool for a stronger, more decentralized #Bitcoin network. 🌎⛏️⛓️ https://t.co/sMVTTJNNep pic.twitter.com/EeQwuqyrB9
— Blockstream (@Blockstream) August 8, 2019
We just open sourced LVIS, a dataset with high quality instance segmentations! v0.5 contains 1230 object categories in 82k images annotated with more than 700k segmentation masks for training & validation. Learn about it and the upcoming @ICCV19 challenge: https://t.co/fVpwavqosp
— Facebook AI (@facebookai) August 8, 2019
Cool new @GoogleAI + @Deepmind work on self-supervised learning to be able to find similar videos that show similar temporal behavior. Be sure to check out the videos of people doing squat exercises along w/ the similar paths these take in embedding space of representations. https://t.co/15kWdHgtED
— Jeff Dean (@JeffDean) August 8, 2019
Two years later, still very much waiting for these titles to make it to the small screen #tbt https://t.co/EP3AZ89luZ
— Ars Technica (@arstechnica) August 8, 2019
My new post: 8 Things You Need to Know About Surveillancehttps://t.co/RQHaKYusqi pic.twitter.com/bfMTDRG3SM
— Rachel Thomas (@math_rachel) August 7, 2019
Some of my thoughts on where I think DeFi is headed and the interesting possibilities in the future. Also the first post on my new website (still a work in progress)! https://t.co/bt60FRZ2mr
— Linda Xie (@ljxie) August 7, 2019
The Magic That Makes Customer Experiences Stick https://t.co/sUDrzrwQzP via @mitsmr // From my former teaching partner Stefan Thomke @HarvardHBS - building a model of products with emotional connections to create a great CX
— m_pszStevenSinofsky (@stevesi) August 7, 2019
Update on this. Wound up going with a @NZXT build: GeForce RTX 2080i, i9-9900K 8-Core 3.6 Ghz being the salient details and also separately a ASUS ROG G-Sync gaming monitor. This thing is fast. 😈
— Sriram Krishnan (@sriramk) August 6, 2019
Thanks to @bethdean and @ilyasu especially for all the advice. https://t.co/nG1wCDLmwv
Millions of Books Are Secretly in the Public Domain https://t.co/eivTY1SzKm (https://t.co/s080nLyGzY)
— Hacker News 200 (@newsyc200) August 6, 2019
Mental Models Box – A collection of models useful in everyday life https://t.co/uYDl8Oa9hZ (https://t.co/fMj3ynyAm1)
— Hacker News 200 (@newsyc200) August 5, 2019
An Animated History of ImageNet : from AlexNet to FixResNeXt-101. See the full table and add more results here: https://t.co/TVEM3X3LIu pic.twitter.com/zmyXWrXyAJ
— Papers with Code (@paperswithcode) August 5, 2019
Without further ado, a list of @amazon business verticals:
— Molson Hart (@Molson_Hart) August 3, 2019
1. Amazon Web Services
2. Amazon Lending
3. Fulfillment
4. Warehousing
5. Trucking
6. International sea logistics
7. International air logistics
8. Grocery delivery
9. Selling products on their website
A "Pythagorean Spiral" is a spiral composed of right triangles pic.twitter.com/K7rxrBfocS
— 〈 Berger | Dillon 〉 (@InertialObservr) August 4, 2019
After each #bitcoin all time high (ATH) we saw a downward difficulty adjustment. In the chart the lowest monthly difficulty level (blue) is reset to 100% .. and seems to be an objective start of the next bull run (green/yellow), with 100x opportunity. Just started a new run ...🚀 pic.twitter.com/EN8q97NKze
— PlanB (@100trillionUSD) August 4, 2019
At the heart of every great piece of software with an ACV of >$50k is a great dashboard
— Jason ✨😊✨ Lemkin 🦄 (@jasonlk) August 3, 2019
How good is yours?
The 2nd Law of Thermodynamics states that the entropy - disorder - of a system will increase over time. The Universe is full of irreversible processes that continuously increase its total entropy thus tending to disorder rather than order. pic.twitter.com/In1bKXYjmO
— Fermat's Library (@fermatslibrary) August 3, 2019
Amazon launches Neural Text-To-Speech and newscaster style on AWS Polly https://t.co/mh0uat8hFP
— VentureBeat (@VentureBeat) August 3, 2019
Decent McKinsey report on Asia.
— Balaji S. Srinivasan (@balajis) August 3, 2019
Asia is already >50% of internet users and >50% of the global middle class, and should be >50% of world GDP by 2020.https://t.co/SR870gLJP3
Really smart and fast read on managing teams and projects.
— Patrick OShaughnessy (@patrick_oshag) August 2, 2019
4 states you can be in:
1) falling behind
2) treading water
3) repaying debt
4) innovating https://t.co/36l9Qo04UO
h/t @zackkanter pic.twitter.com/0LGHR9lQYQ
We've open sourced our video alignment algorithms that detect identical and near identical videos to help our partners, nonprofits, and developers build more robust defenses against harmful visual content.
— Facebook AI (@facebookai) August 2, 2019
Code: https://t.co/uCnznXe3ru
Blog: https://t.co/TMpqjw0rq5
Just published a guide on how to use one of the best Bitcoin explorers for analyzing privacy of your coins:https://t.co/fAB7O3RB0F
— janey (@janeygak) August 1, 2019
Excited to share tf-explain, a @Tensorflow 2.0 compatible Python library for interpretability!
— Raphael Meudec (@raphaelmeudec) July 31, 2019
First release happened this week, with several algorithms you can use on your models or as tf.keras callbacks.
Feedback welcome!@dynamicwebpaige @fchollethttps://t.co/aYII2FtVw0
Amazon is the most feared company in tech.
— Balaji S. Srinivasan (@balajis) August 1, 2019
Makes sense. Google is fighting internal battles. Facebook is under assault. Apple is fearsome in its core domain, but doesn’t have 100% share.
Amazon is the heavyweight that ships like a startup and flattens you with its distribution. https://t.co/p1QXpV6wpH
The Invention of Money https://t.co/px0QGGy81L (https://t.co/rxma1EMN0c)
— Hacker News 200 (@newsyc200) July 31, 2019
Ohmygosh! @julesyoo reveals her insights into why the time is ripe for innovation in health care delivery and how @a16z thinks about startups in the space. Talk about "secrets of sand hill rd" - what a treasure trove! https://t.co/FwFULmO5kM
— Judy Savitskaya (@heyjudka) August 1, 2019
