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This set of notebooks is awesome for pandas, Do Check them out.. https://jakevdp.github.io/PythonDataScienceHandbook/index.html … https://chrisalbon.com/#machine_learning … Thanks a lot for them.. Learnt tons of things...
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François (
@madlag) is both an independent ML researcher investigating sparse efficient models and... an early angel investor in
Happy that he agreed to share some of his knowledge and experience on sparse models in a series of posts!
First one is herehttps://medium.com/huggingface/is-the-future-of-neural-networks-sparse-an-introduction-1-n-d03923ecbd70 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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Git is moving away from SHA-1 hash function.https://lwn.net/SubscriberLink/811068/cfeb6a67b8dfbe47/ …
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Early on the neural network landscape was fragmented. In 2015, Keras started attracting attention. Today it’s Keras/TensorFlow and PyTorch. (As of TF 2.0, Keras is the high level API for TensorFlow.) 3/3pic.twitter.com/zZmP2d19uh
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In 2011, Random Forest started being discussed in the forums. In 2014, it was XGBoost. More recently we’ve seen LightGBM and then Catboost gaining momentum. 2/3pic.twitter.com/TjtNKqaTHA
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The biggest reasons why PyTorch became so popular on
@kaggle 1. Amazing model zoo. Very imp to start with a pretrained model in any comp based on NNs. 2. Compared to TF 1.x, writing models in it felt like writing C++ vs Pythonhttps://twitter.com/antgoldbloom/status/1224504654886658048 …
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MIT's new CS class teaches you things that all the other classes don't teach you, like...
Shell tools and scripting
Vim
Data wrangling
Command-line environment
Version control
Watch all 11 lectures for free here: http://bit.ly/MissSemester
#MondayMotivationpic.twitter.com/vHUkzqbXT7
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the explanation is probably simplified. Converted to C++ doesn't mean hand-rewrite in C++, probably actually auto-converted to their low-level runtime. They have their own ASIC, sensors, etc., which probably has it's own tooling, drivers, staged IR, compiler.
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Today is 02 02 2020, which is the first palindrome date in 909 years.
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A few years ago TensorFlow looked indomitable. Now it's on the verge of being overtaken by Pytorch. OpenAI just announced it's standardizing on Pytorch, joining the likes of Tesla, Nvidia, and FB. Google hoped TensorFlow would cement its lead in ML. It may soon be a liability.pic.twitter.com/xZuTvgn939
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Talk on "metasploit primary" by
@ideaengine007 It's about understanding metasploit framework#metasploit@OWASPBangalore@Nullblrpic.twitter.com/TFnnPHR7dS
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Happy Friday hackers! Nitesh
@ideaengine007 found a critical RCE vulnerability in Jenkins that led us to discover a Bitcoin mining service running on a DoD website
. Head over to the disclosed report to see all the details! Thanks for being
Niteshhttps://hackerone.com/reports/768266 Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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I have thought about these two paragraphs so many times over the years. Huge thanks to
@ericpfreeman for finding the source.pic.twitter.com/3oJ29ib1WF
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kaggle often gets a hard time because people overfit or manipulate metrics to get good scores - honestly, reading some papers I don't see how that's any different from a lot of research being done
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My Interview with
@kaggle Grandmaster and@h2oai Data Scientist: Rohan Rao,@vopani All about his "On & Off Kaggle" Data Science and Competitive journey + ASHRAE Great Energy Prediction Comp's 2nd Pos Sol is live: Video: https://www.youtube.com/watch?v=4nVL4ICMNcw&list=PLLvvXm0q8zUbiNdoIazGzlENMXvZ9bd3x&index=2& … Audio:https://anchor.fm/chaitimedatascience/episodes/Rohan-Rao--Numbers--Data-Science--Kaggle--ASHRAE---Great-Energy-Predictor-2nd-Pos-Sol-eaa0db …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
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People asking me to teach classes clearly give zero fuck to the imposter syndrome of a former physics PhD turned lawyer before joining AI Anyway I'll co-teach NLPL Winter School w Yoav Goldberg talking transfer learning, its limits & where the field might head Will share slidespic.twitter.com/M1QFXBT5CP
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My notes from
@AndrewYNg excellent deep learning specialization on Coursera (https://www.deeplearning.ai/ ) Yay! finally finished it Full notes on slideshare: https://www.slideshare.net/TessFerrandez/notes-from-coursera-deep-learning-courses-by-andrew-ng …pic.twitter.com/k210NaRci0
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Data scientists Phillip Singer and Dmitry Gordeev from Austria used a highly technical approach to predict rushing play outcomes. This week’s
#ExtraPoint
explains how their analysis earned them the top prize at the second @NFL#BigDataBowl: https://operations.nfl.com/stats-central/stats-articles/what-the-top-predictions-looked-like-in-the-nfls-big-data-bowl/ …pic.twitter.com/7V9028YSH2
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After a year of active kaggling for The Zoo, I am proud to recap our achievements. We participated in 7 competitions ending with 6 gold medals and 3 wins. So our win rate is above 40% so far!
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