Implementing a Naive Bayes classifier for text categorization in Five Steps
https://towardsdatascience.com/implementing-a-naive-bayes-classifier-for-text-categorization-in-five-steps-f9192cdd54c3?source=topic_page---------2------------------1
https://towardsdatascience.com/implementing-a-naive-bayes-classifier-for-text-categorization-in-five-steps-f9192cdd54c3?source=topic_page---------2------------------1
Towards Data Science
Implementing a Naive Bayes classifier for text categorization in Five Steps
The Naive Bayes classifier guide I wish I had before
One neural network, many uses
https://towardsdatascience.com/one-neural-network-many-uses-image-captioning-image-search-similar-image-and-words-in-one-model-1e22080ce73d?source=collection_home---4------0---------------------
https://towardsdatascience.com/one-neural-network-many-uses-image-captioning-image-search-similar-image-and-words-in-one-model-1e22080ce73d?source=collection_home---4------0---------------------
Towards Data Science
One neural network, many uses
Build image search, image captioning, similar words and similar images using a single model
Why Training a Neural Network Is Hard
https://machinelearningmastery.com/why-training-a-neural-network-is-hard/
https://machinelearningmastery.com/why-training-a-neural-network-is-hard/
MachineLearningMastery.com
Why Training a Neural Network Is Hard - MachineLearningMastery.com
Or, Why Stochastic Gradient Descent Is Used to Train Neural Networks.
Fitting a neural network involves using a training dataset to update the model weights to create a good mapping of inputs to outputs.
This training process is solved using an optimization…
Fitting a neural network involves using a training dataset to update the model weights to create a good mapping of inputs to outputs.
This training process is solved using an optimization…
Intelligent Scanning Using Deep Learning for MRI
https://medium.com/tensorflow/intelligent-scanning-using-deep-learning-for-mri-36dd620882c4
https://medium.com/tensorflow/intelligent-scanning-using-deep-learning-for-mri-36dd620882c4
Medium
Intelligent Scanning Using Deep Learning for MRI
Posted by Jason A. Polzin, PhD GM Applications and Workflow, GE Healthcare Global Magnetic Resonance Imaging
OpenAI, Deceptive Technology, and Model Risk Management
https://towardsdatascience.com/openai-deceptive-technology-and-model-risk-management-57286070c06c?source=topic_page---------0------------------1
https://towardsdatascience.com/openai-deceptive-technology-and-model-risk-management-57286070c06c?source=topic_page---------0------------------1
Towards Data Science
OpenAI, Deceptive Technology, and Model Risk Management
Connecting the dots following the release of GPT-2 and the Digital Defense Playbook
Интуитивный RL (Reinforcement Learning): введение в Advantage-Actor-Critic (A2C)
https://habr.com/ru/post/442522/
https://habr.com/ru/post/442522/
Хабр
Интуитивный RL (Reinforcement Learning): введение в Advantage-Actor-Critic (A2C)
Привет, Хабр! Предлагаю вашему вниманию перевод статьи Rudy Gilman и Katherine Wang Intuitive RL: Intro to Advantage-Actor-Critic (A2C) . Специалисты по обучению с подкреплением (RL) подготовили...
Introducing GPipe, an Open Source Library for Efficiently Training Large-scale Neural Network Models
https://ai.googleblog.com/2019/03/introducing-gpipe-open-source-library.html?m=1
https://ai.googleblog.com/2019/03/introducing-gpipe-open-source-library.html?m=1
research.google
Introducing GPipe, an Open Source Library for Efficiently Training Large-scale N
Posted by Yanping Huang, Software Engineer, Google AI Deep neural networks (DNNs) have advanced many machine learning tasks, including speech rec...
Machine Learning for Beginners: An Introduction to Neural Networks
A simple explanation of how they work and how to implement one from scratch in Python.
https://towardsdatascience.com/machine-learning-for-beginners-an-introduction-to-neural-networks-d49f22d238f9?source=collection_home---4------2---------------------
A simple explanation of how they work and how to implement one from scratch in Python.
https://towardsdatascience.com/machine-learning-for-beginners-an-introduction-to-neural-networks-d49f22d238f9?source=collection_home---4------2---------------------
Towards Data Science
Machine Learning for Beginners: An Introduction to Neural Networks
A simple explanation of how they work and how to implement one from scratch in Python.
Анализ данных на Scala — суровая необходимость или приятная возможность?
https://habr.com/ru/company/mailru/blog/442688/
https://habr.com/ru/company/mailru/blog/442688/
Хабр
Анализ данных на Scala — суровая необходимость или приятная возможность?
Традиционными инструментами в сфере Data Science являются такие языки, как R и Python — расслабленный синтаксис и большое количество библиотек для машинного обу...
Interpretable AI or How I Learned to Stop Worrying and Trust AI
https://towardsdatascience.com/interpretable-ai-or-how-i-learned-to-stop-worrying-and-trust-ai-e61f9e8ee2c2?source=collection_home---4------0---------------------
https://towardsdatascience.com/interpretable-ai-or-how-i-learned-to-stop-worrying-and-trust-ai-e61f9e8ee2c2?source=collection_home---4------0---------------------
Towards Data Science
Interpretable AI or How I Learned to Stop Worrying and Trust AI
Interpretability techniques to build robust, unbiased AI applications
The AI-Art Gold Rush Is Here
An artificial-intelligence “artist” got a solo show at a Chelsea gallery. Will it reinvent art, or destroy it?
https://medium.com/abovethefold/the-ai-art-gold-rush-is-here-a3dda143563?source=topic_page---------------------------20
An artificial-intelligence “artist” got a solo show at a Chelsea gallery. Will it reinvent art, or destroy it?
https://medium.com/abovethefold/the-ai-art-gold-rush-is-here-a3dda143563?source=topic_page---------------------------20
Medium
The AI-Art Gold Rush Is Here
An artificial-intelligence “artist” got a solo show at a Chelsea gallery. Will it reinvent art, or destroy it?
Google and OpenAI Help You See What Neural Networks See
https://towardsdatascience.com/google-and-openai-help-you-see-what-neural-networks-see-77ec5fd9564a
https://towardsdatascience.com/google-and-openai-help-you-see-what-neural-networks-see-77ec5fd9564a
Real-Time AR Self-Expression with Machine Learning
https://ai.googleblog.com/2019/03/real-time-ar-self-expression-with.html
https://ai.googleblog.com/2019/03/real-time-ar-self-expression-with.html
Googleblog
Real-Time AR Self-Expression with Machine Learning
AlphaStar: Mastering the Real-Time Strategy Game StarCraft II
https://deepmind.com/blog/alphastar-mastering-real-time-strategy-game-starcraft-ii/
https://deepmind.com/blog/alphastar-mastering-real-time-strategy-game-starcraft-ii/
Google DeepMind
AlphaStar: Mastering the real-time strategy game StarCraft II
Games have been used for decades as an important way to test and evaluate the performance of artificial intelligence systems. As capabilities have increased, the research community has sought...
It’s Only Natural: An Excessively Deep Dive Into Natural Gradient Optimization
https://towardsdatascience.com/its-only-natural-an-excessively-deep-dive-into-natural-gradient-optimization-75d464b89dbb
https://towardsdatascience.com/its-only-natural-an-excessively-deep-dive-into-natural-gradient-optimization-75d464b89dbb
Medium
It’s Only Natural: An Excessively Deep Dive Into Natural Gradient Optimization
This post gives an intuitive explanation of an approach called Natural Gradient, an elegant way to dynamically adjust gradient step size.