Spark in me - Internet, data science, math, deep learning, philosophy. Страница 21
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@snakers4
Канал про интересные мне темы - интернет - статистика - наука о данных Без рекламы и буллшита.
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Spark in me - Internet, data science, math, deep learning, philosophy
Goodbye Spark In Me Website I decided to freeze https://spark-in.me/ I have not written anything since eof 2020 there I am keeping the VDS image, so maybe I will revive it in future Goodnight, sweet prince! If you remember anything sweet there, please tell me! I will keep this channel alive, as well as all our professional blogs. So stay frosty boys. -
Spark in me - Internet, data science, math, deep learning, philosophy
Updates for Our Telegram Bot and Audio Transcription Service Habr - https://habr.com/ru/post/654227/ VC - vc.ru/u/79494…-udobnee Pikabu - pikabu.ru/story/a…_8891489 -
Spark in me - Internet, data science, math, deep learning, philosophy
Digest 2022-02 # Code Creating Beautiful Tracebacks with Python's Exception Hooks - https://martinheinz.dev/blog/66 Finding leaked secrets in your Docker image with a scanner - pythonspeed.com/article…-scanner Include diagrams in your Markdown files with Mermaid - github.blog/2022-02…-mermaid Why I started using Python type annotations – and why you should too - florimond.dev/en/post…ould-too #digest -
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Spark in me - Internet, data science, math, deep learning, philosophy
Digest 2022-02 # Hardware Кратко, но по делу про энергонезависимую память Intel Optane - https://habr.com/ru/post/648801/ Новый суперкомпьютер от Meta (возможно и самый быстрый) - https://habr.com/ru/company/timeweb/blog/648523/ WHAT IS GOING ON AT INTEL? - digitstodollars.com/2022/02…at-intel DEEP TECH IS THE FUTURE - digitstodollars.com/2022/02…e-future TEN LESSONS FROM GOOGLE’S TPU - digitstodollars.com/2022/02…gles-tpu Ten Lessons From Three Generations Shaped Google’s TPUv4i - https://www.gwern.net/docs/ai/2021-jouppi.pdf MY ENEMY’S ENEMY WILL STILL EAT MY LUNCH - digitstodollars.com/2022/02…my-lunch WHAT IS INTEL FIGHTING TO ACHIEVE? - digitstodollars.com/2022/02…-achieve MWC 2022 – LIVING VICARIOUSLY - digitstodollars.com/2022/03…ariously #digest -
Spark in me - Internet, data science, math, deep learning, philosophy
Digest 2022-02 # Blogs Last Week in AI #153: OpenAI's InstructGPT is less-toxic than GPT-3, Meta to build fastest AI supercomputer, Deepfake regulations across the world, and more! - https://lastweekin.ai/p/153 ML and NLP Research Highlights of 2021 - https://ruder.io/ml-highlights-2021/ Ability to Deliver: Rather important and yet often ignored Engineering skill - unstructed.tech/2022/02…ng-skill Cocktail party ideas - https://danluu.com/cocktail-ideas/ The Semiconductor Ecosystem Explained - semiwiki.com/semicon…xplained A nice story about Unix processes "infecting" each other - https://rachelbythebay.com/w/2022/02/09/nice/ Connection refused? Docker networking and how it impacts your image - pythonspeed.com/article…-refused A twisted maze of dependencies - https://rachelbythebay.com/w/2022/02/16/deps/ FEASTING TO DEATH - digitstodollars.com/2022/02…to-death Last Week in AI #155: New way for AI to see in 3D, AI helps translating ancient languages, lawmakers pressure Feds to stop using Clearview AI, and more! - https://lastweekin.ai/p/155?r=203q2 Объект, камера, монитор – что происходит с цветом? - https://habr.com/ru/post/652653/ Misidentifying talent - https://danluu.com/talent/ #digest -
Spark in me - Internet, data science, math, deep learning, philosophy
Digest 2022-02 # ML Few-Shot NER, или Как перестать размечать и начать жить - habr.com/ru/comp…g/649609 Applying Differential Privacy to Large Scale Image Classification - ai.googleblog.com/2022/02…rge.html Controlling Neural Networks with Rule Representations - ai.googleblog.com/2022/01…ule.html imodels: leveraging the unreasonable effectiveness of rules - bair.berkeley.edu/blog/20…/imodels FIGS: Fast Interpretable Greedy-Tree Sums - https://demos.csinva.io/figs/ DeepMind makes a (kinda) smart AI programmer, called AlphaCode: - storage.googleapis.com/deepmin…code.pdf Announcing GPT-NeoX-20B - https://blog.eleuther.ai/announcing-20b/ Datasets Have Worldviews - pair.withgoogle.com/explora…rldviews Nested Hierarchical Transformer: Towards Accurate, Data-Efficient, and Interpretable Visual Understanding - ai.googleblog.com/2022/02…rds.html Guiding Frozen Language Models with Learned Soft Prompts - ai.googleblog.com/2022/02…ith.html Embeddings from the Ground Up - www.singlelunch.com/2020/02…round-up Проблемы современного машинного обучения - https://habr.com/ru/company/ods/blog/651103/ Decisions and Pivots on PyTorch - https://soumith.ch/posts/2022/01/pytorch-retro/ Accelerating fusion science through learned plasma control - deepmind.com/blog/ar…-control Wukong: 100 Million Large-scale Chinese Cross-modal Pre-training Dataset and A Foundation Framework - https://arxiv.org/abs/2202.06767 CLIPasso: Semantically-Aware Object Sketching - https://clipasso.github.io/clipasso/ #digest -
Spark in me - Internet, data science, math, deep learning, philosophy
Silero Models Now on PyPI Kudos to Abhishek Dubey (Abhi011999) silero-modelsnow has a simple PyPI package. This is basically the same interface as is used by PyTorch Hub. Obviously this is an early alpha version. We have ironed out the most basic bugs, but for the use cases probably it is worth consulting with the community. See more here: - github.com/snakers…o-models - https://pypi.org/project/silero/0.1.0/ I was reluctant to do the packaging for a long time, since this kind of mirrors thetorch.hub.load(), but now it is done! -
Spark in me - Internet, data science, math, deep learning, philosophy
💎 Silero English STT Models V6 💎 📎 We have published the new en_v6speech-to-text models 📎 Please see the metrics here 📎 A large number of new validation datasets added for dialects and VOIP 📎 The model family now includes variations ofsmallandxlargemodels 📎 Single digit quality gains both for CE and EE models, the gains are less pronounced with EE models 🗜 Best gains reserved forxsmallmodels, which will not be public for the time being and have almost reachedsmallmodels in terms of quality, but are 2x smaller (14M params) ⚠️ The models seem to be fit quite well on the data, but the returns are diminishing compared to V3 => V4 => V5. We are already investigating new radical ways to make the models better, stay tuned 📦 Also we have started working on packaging the utils for the public Silero models in apippackage (will work similarly totorch.hub.load) -
Spark in me - Internet, data science, math, deep learning, philosophy
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Spark in me - Internet, data science, math, deep learning, philosophy
One Voice Detector to Rule Them All A brief English article about our VAD got released on The Gradient! Please follow the link to learn: - Which values we did pursue; - Why we decided to create our own VAD; - Which criteria and metrics we optimized; - A brief overview of what is available in general; - How it compares with well-established and similar class solutions; Links: - The article thegradient.pub/one-voi…them-all - The VAD is always available on Github (please give us a ⭐️) here - https://github.com/snakers4/silero-vad PS - Also new features probably will be reserved for later quarters, but you can vote here - Also you can find a Russian article here -
Spark in me - Internet, data science, math, deep learning, philosophy
Doom and ... Windows 11 now can run on Pixel phones ... Android apps work in ... Windows 11 ... All of this is useless, but probably one step towards just running Windows on ARM for plebs? https://www.youtube.com/watch?v=Om__pY_ORTQ -
Spark in me - Internet, data science, math, deep learning, philosophy
PyTorch TLDR Retrospective I really enjoy the constructive approach and humility on this guy: - https://soumith.ch/posts/2022/01/pytorch-retro/ This is in such a contrast with the usual day-to-day corporate bs! Also I just learned that there is a Github Stars program, which most likely would be dominated by frontend devs, but whatever. I personally would nominate @searchivarius, @soumith and @lmcinnes. Who would you? #no_bs Also insert a comment here on token achievements and the fact that despite some people sharing truly awe inspiring stuff, it will be subverted, weaponized and milked by capitalism. But I digress. -
Spark in me - Internet, data science, math, deep learning, philosophy
By the way, this type of automation I like even more -
Spark in me - Internet, data science, math, deep learning, philosophy
На днях ВкусВилл открыл умный магазин. Он открылся совсем рядом от меня - так что решил съездить посмотреть как устроен. Я уже делал обзор умного магазина от Азбуки Вкуса, так что есть с чем сравнить:) https://youtu.be/JZP9z1jc54s -
Spark in me - Internet, data science, math, deep learning, philosophy
Smart shop MVP in Moscow, Russia Looks like it will work only for low traffic -
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Spark in me - Internet, data science, math, deep learning, philosophy
imodels: leveraging the unreasonable effectiveness of rules Looks like a cool EDA / model based data exploration instrument for tabular data: - Illustration - bair.berkeley.edu/blog/20…/imodels - https://github.com/csinva/imodels Not another 1 trillion param neural network, or AI fairness or policy bs. -
Spark in me - Internet, data science, math, deep learning, philosophy
Digest 2022-01 # Hardware Using AI to Manage Internal SSD Parameters - thessdguy.com/using-a…rameters Solidigm, SK hynix’ New SSD/Flash Subsidiary - thessdguy.com/solidig…bsidiary Опубликованы бенчмарки EPYC 7773X: 64 ядра, 768 МБ кэша L3 - https://geekr.vercel.app/post/645203 Micron’s Tiny Little 2TB SSD - thessdguy.com/microns…-2tb-ssd 3090 Ti crazy prices - https://habr.com/ru/news/t/645881/ # Code Object ownership across programming languages - codewithoutrules.com/2017/01…wnership Integrate-first approach - unstructed.tech/2022/01…approach Docker vs. Singularity for data processing: UIDs and filesystem access - pythonspeed.com/article…ocessing Some more info about it - www.reddit.com/r/docke…ocker_in Memory location matters for performance - pythonspeed.com/article…locality Погромист. Мои самые эпичные провалы за всю карьеру - https://habr.com/ru/post/646393/ 3 Things You Might Not Know About Numbers in Python - davidamos.dev/three-t…n-python The fastest way to read a CSV in Pandas - pythonspeed.com/article…csv-fast #digest -
Spark in me - Internet, data science, math, deep learning, philosophy
Digest 2022-01 # Blogs My first impressions of web3 - moxie.org/2022/01…ons.html Dependency Risk and Funding - lucumr.pocoo.org/2022/1/…-funding Tech questions for 2022 - www.ben-evans.com/benedic…uestions 5 грязных трюков в соревновательном Data Science, о которых тебе не расскажут в приличном обществе - https://habr.com/ru/post/600067/ Proof of stake is a scam and the people promoting it are scammers - yanmaani.github.io/proof-o…scammers Bitcoin will never be a stable currency - yanmaani.github.io/bitcoin…currency Understanding the SSH Encryption and Connection Process - www.digitalocean.com/communi…-process Как работает Эфириум (Ethereum)? - https://habr.com/ru/post/407583/ New data: What developers look for in future job opportunities - stackoverflow.blog/2021/12…tunities О фейковых криптовалютах - https://habr.com/ru/post/544700/ New data: What developers look for in future job opportunities - stackoverflow.blog/2021/12…tunities Journalism, media, and technology trends and predictions 2022 - reutersinstitute.politics.ox.ac.uk/journal…ons-2022 Seoul Robotics launches Level 5 Control Tower to enable autonomous mobility - www.therobotreport.com/seoul-r…mobility How no-code AI development platforms could introduce model bias - venturebeat.com/2022/01…del-bias Пожалуйста, прекратите называть админов девопсами - https://habr.com/ru/post/646581/ Fast subsets of large datasets with Pandas and SQLite - pythonspeed.com/article…s-sqlite Secure your GitHub account with GitHub Mobile 2FA - github.blog/2022-01…bile-2fa One machine can go pretty far if you build things properly - https://rachelbythebay.com/w/2022/01/27/scale/ ML and NLP Research Highlights of 2021 - https://ruder.io/ml-highlights-2021/ #digest