MyDigitAssist
@MyDigitAssist
Connecting decision making and #technology: #MachineLearning #AI in #business and #finance |Decision making is taking over the thoughts' speed |@MyDigitAssistRu
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We develop and use intellectual systems that use artificial intelligence, capable to extract knowledge and forecast. It appears that current prototypes look much clever than some congressmen because prototypes can use basic knowledge and able to adapt. This competition captures
Kernels is all you need: "Kernel methods don’t overfit and do generalize well to test data without any need for regularization, similar to neural networks and contrary to what you’d expect from traditional learning theory." #AI #MachineLearning quantamagazine.org/a-new-link-to-…
quantamagazine.org
A New Link to an Old Model Could Crack the Mystery of Deep Learning | Quanta Magazine
To help them explain the shocking success of deep neural networks, researchers are turning to older but better-understood models of machine learning.
Fast, Accurate Anomaly Detection Based on Copulas (COPOD) #AI #MachineLearning towardsdatascience.com/fast-accurate-…
Wasserstein Distance Using C# and Python -- Visual Studio Magazine It's often preferable to alternative distance functions used to measure the distance between two probability distributions in machine learning projects. #MachineLearning visualstudiomagazine.com/articles/2021/…
Nice publication with academic decorations. But decomposition into components, tricks with kernels always gave very good results. Better and faster with online KPCA tricks. #AI #MachineLearning github.com/google-researc…
RT @AppliedMLdev : Performers. Using only linear space and time complexity. It looks like that's all. #AI #MachineLearning arxiv.org/abs/2009.14794
In a historical perspective, everything looks different: Musk launched the Martian program with a mouse click (after all, no one believes he understands rocket fuel), and Putin finally slammed the toilet lid shut.
Moscow appeals court upholds jailing of Putin critic Navalny on.ft.com/2Mepjkc
Artificial intelligence is just applied automation, including machine learning techniques
Very good explanatory factors for data mining. #AI #MachineLearning #Finance #Investments
RTX 4090 Somewhere on the Internet
I wrote a minimal/educational GPT training library in PyTorch, am calling it minGPT as it is only around ~300 lines of code: github.com/karpathy/minGPT +demos for addition and character-level language model. (quick weekend project, may contain sharp edges)
medium.com
Leveraging ML to Fuel New Discoveries with the arXiv Dataset
The entire dataset of 1.7M+ arXiv papers is now available for free on Kaggle
Fully managed investment. Nowcasting is not hurt.
Microsoft is continuing talks to buy TikTok’s operations in the U.S. following a discussion between CEO Satya Nadella and President Donald Trump trib.al/I5Usxtr
By shifting from a GPU model to a CPU model, @facebookai achieved an incredible speed increase on their text-to-speech #AI model! Read the details: intel.ly/2ZUqzNb
Вот как надо стимулировать бизнес. #инвестиции #финансы bloomberg.com/amp/news/artic…
GPT-3 is the most powerful language model ever. It can write short stories, songs, and press releases. It can write in the style of Jerome K. Jerome. It can even write HTML code. But it won’t bring us any closer to true artificial general intelligence. bit.ly/2OGYgLZ
"Rethinking Pre-training and Self-Training" from researchers @GoogleAI shows we get better results from self-training than either supervised or self-supervised pre-training. Demonstrated on Object Detection and Semantic Segmentation! youtu.be/QSjMLGA7e2o #100DaysOfMLCode
According to @lopezdeprado: In 1899 K. Pearson wrote a paper warning that Correlation is not Causation. While most statistics books incorporate this warning in the first chapter, subsequent chapters tend to ignore it. Theories matter. #investments #finance
Everything is the same, and that looks bad trib.al/EFqqCvh
bloomberg.com
JPMorgan Sounds Warning on Market Correlations at 20-Year Highs
Financial markets across the globe are moving together the most in two decades, in a world where little else matters but the pandemic-driven economic trajectory and Federal Reserve stimulus.
Задача семантического анализа и отношений слов в машинном обучении и ИИ на основании статей газет: (Медведев + Совбез) - курс рубля ~= Зам. по соц. развитию - (Пандемия + Минздрав) Т.е. оба не имеют никакого отношения к предметам обсуждения. #инвестиции #финансы #AI #ML
Медведев, Совбез и фин. рынки - вот это компот. Если денежно-кредитной политикой предусмотрена эмиссия, то, из формулы расчёта денежной массы следует её избыточное предложение. Внешний враг здесь не причём. Это задачи ЦБ и Минфина. Вопрос, а какие цели? #инвестиции #финансы
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