​​@catalyst_team are happy to announce the release of Catalyst v20.01.3, DL/RL framework for PyTorch

What is in Catalyst:
- Universal train/inference loop.
- Configuration files for model/data hyperparameters.
- Reproducibility - all source code and the environment will be saved.
- Callbacks - reusable train/inference pipeline parts.
- Training stages support.
- Easy customization.
- PyTorch best practices (Ranger optimizer, OneCycle, FP16 and more).

http://bit.ly/38RRevJ

Self-Driving Research in Review: NeurIPS 2019

In this article, Peter Ondruska and Vladimir Iglovikov present an overview of the most relevant papers on self-driving technology from the Workshop on Machine Learning for Autonomous Driving and the NeurIPS conference.

http://bit.ly/36GQHLH

Exploratory Data Analysis for NLP: A Complete Guide to Python Tools

In this article, you will learn nearly all major techniques you can use to research your text data. It also includes a complete tour of Python tools that can help you get the job done.

http://bit.ly/31gdXyW

Introducing Label Studio, a swiss army knife of data labeling

In this article, you will learn about open-source data labeling, annotation, and exploration tool - Label Studio. Label Studio works with texts, images, audios, and HTML documents right out of the box.

http://bit.ly/2RQVBli

​​12 февраля приглашаем всех на второй Open Data Science Meetup в Одессе. На нем вы познакомитесь с аугментацией и семантической сегментацией изображений, а также новыми ML сервисами от AWS.

Будет организована онлайн-трансляция.

Подробности и регистрация: http://bit.ly/31uOJx2

Hey, I’d like to restart the digest with a new feature. Now, I can automatically share with you the most interesting links from my blog collection. Please vote for the links to help me pick the best blogs. To add the blogs, fill out the form: http://bit.ly/2IVGq54

PyImageSearch Blog: I want to help you the best I can during COVID-19
http://bit.ly/3b3J2Ka

If you read yesterday’s blog post on COVID-19 detection with Keras and TensorFlow, then you know what this blog post is about: I’ve put together learning resources, both free and paid, for PyImageSearch readers to study CV/DL during the COVID-19…
The post I want to help you the best I can during COVID-19 appeared first on PyImageSearch.

#announcements #announcements #deep-learning #medical

Towards Data Science: The AI Ecosystem is a MESS
http://bit.ly/39ZT6ng

Why is it impossible to understand what AI companies really do?Continue reading on Towards Data Science »

#data-science #artificial-intelligence #machine-learning

Towards Data Science: How To Make Use Of Loops In Python
http://bit.ly/2x6yB9K

Basic Tutorial on For, While and Nested LoopsContinue reading on Towards Data Science »

#programming #data-science #life #artificial-intelligence #python

Towards Data Science: 5 Technical Takeaways from my first EDA project
http://bit.ly/2QqpjfF

What I learned exploring the movie industryContinue reading on Towards Data Science »

#pandas #data-visualization #data-science #data-analysis #data-exploration

Towards Data Science: Integrate AI Into Any Application in Minutes
http://bit.ly/3b5DvT8

Use the Spawner API to build ML into any application, instantly.Continue reading on Towards Data Science »

#artificial-intelligence #api #machine-learning #data-science #programming

Towards Data Science: Simulate cultural interactions using Go and Python
http://bit.ly/2xPU73f

Nothing shouts culture more than visiting relatives during Chinese New Year. From celebrations and customs to decorations and food (it’s…Continue reading on Towards Data Science »

#golang #culture #agent-based-modeling #python #go

Towards Data Science: Exploring built-in Jupyter Notebooks in Azure Cosmos DB
http://bit.ly/2weAFfO

{rss-denoscription}

#data-science #software-development #nosql #azure #machine-learning

Towards Data Science: Kaggle Released CORD-19 — an AI Challenge on the COVID-19
http://bit.ly/33rDpTc

Find out the key tasks that AI can help address in this international crisis.Continue reading on Towards Data Science »

#co-vid-19 #artificial-intelligence #kaggle #machine-learning

Towards Data Science: A Quick, Easy Way to Unpivot Data in Python
http://bit.ly/2QoODmk

Using the Melt Function in PandasContinue reading on Towards Data Science »

#python #analytics #pandas #excel #data-science

Towards Data Science: Open Source Data Science to Fight COVID-19 (Corona Virus)
http://bit.ly/2wg88Xm

Building models to find the most vulnerable.Continue reading on Towards Data Science »

#co-vid-19 #supervised-learning #feature-engineering

Towards Data Science: Using Python to Analyze the Brutal Lyrics of The Black Dahlia Murder with Genius API, SpaCy…
http://bit.ly/2TYssFP

Discovering the Themes in Death Metal using NLP and Part of Speech TaggingContinue reading on Towards Data Science »

#data-analysis #nlp #death-metal #lyrics #data-science

Towards Data Science: A view into Istanbul’s “greenness”: Istanbul Metropolitan Municipality Solid Waste Data
http://bit.ly/2QrK3no

Concrete IstanbulContinue reading on Towards Data Science »

Computer Vision Basics in Microsoft Excel

This is an awesome introduction to Computer Vision using just Excel. After walking through basic techniques, the tutorial shows how to implement and visualize more advanced algorithms such as Face Detection and Hough Transform without using external noscripts or plugins.

http://bit.ly/2WzKG2f

Towards Data Science: Learning Deep Features for Discriminative Localization: Class Activation Mapping
http://bit.ly/2Wv1E1H

Today, I will revisit the CVPR 2016 paper, “Learning Deep Features for Discriminative Localization”. Authored by MIT researchers Zhou et…Continue reading on Towards Data Science »

Towards Data Science: 11 best Data Science classes if you’re locked home because of coronavirus
http://bit.ly/33svxAT

Kickstart your career without spending a dimeContinue reading on Towards Data Science »