Open-sourcing PyTorch-BigGraph for faster embeddings of extremely large graphs
Facebook выложил эмбеддинги Wikidata + PyTorch-расширение.
https://ai.facebook.com/blog/open-sourcing-pytorch-biggraph-for-faster-embeddings-of-extremely-large-graphs/
Facebook выложил эмбеддинги Wikidata + PyTorch-расширение.
https://ai.facebook.com/blog/open-sourcing-pytorch-biggraph-for-faster-embeddings-of-extremely-large-graphs/
Facebook
PyTorch-BigGraph: Faster embeddings of large graphs
Facebook AI has created and is now open-sourcing PyTorch-BigGraph (PBG), a tool that makes it much faster and easier to produce graph embeddings for extremely large graphs.
An Introduction to Biomedical Image Analysis with TensorFlow and DLTK
https://medium.com/tensorflow/an-introduction-to-biomedical-image-analysis-with-tensorflow-and-dltk-2c25304e7c13
https://medium.com/tensorflow/an-introduction-to-biomedical-image-analysis-with-tensorflow-and-dltk-2c25304e7c13
Medium
An Introduction to Biomedical Image Analysis with TensorFlow and DLTK
By Martin Rajchl, S. Ira Ktena and Nick Pawlowski — Imperial College London
The javanoscript architecture-free neural network library for node.js and the browser
#NeuralNetworkJavaScript
http://caza.la/synaptic/#/
#NeuralNetworkJavaScript
http://caza.la/synaptic/#/
Neural networks in JavaScript
A fun and practical introduction to Brain.js. This course teaches you how to build neural networks in JavaScript through 19 interactive tutorials.
#NeuralNetworkJavaScript
https://scrimba.com/g/gneuralnetworks
A fun and practical introduction to Brain.js. This course teaches you how to build neural networks in JavaScript through 19 interactive tutorials.
#NeuralNetworkJavaScript
https://scrimba.com/g/gneuralnetworks
Scrimba
Neural Networks in JavaScript
A fun and practical Brain.js tutorial. This 19-part course teaches you how to build neural networks in JavaScript through interactive Scrimba tut
Brainy: A simple PHP class for Machine Learning
#PHPMachineLearning
https://www.danielefavi.com/brainy-a-simple-php-class-for-machine-learning/
#PHPMachineLearning
https://www.danielefavi.com/brainy-a-simple-php-class-for-machine-learning/
Full stack and Blockchain Developer
Brainy: a simple PHP class for machine learning - Full stack and Blockchain Developer
Brainy is a simple PHP class for machine learning. The class helps you to create your neural network. Simple to install and to use. Check it out :)
PHP-ML - Machine Learning library for PHP
#PHPMachineLearning
https://php-ml.readthedocs.io/en/latest/
#PHPMachineLearning
https://php-ml.readthedocs.io/en/latest/
php-ml.readthedocs.io
Home - PHP-ML - Machine Learning library for PHP
None
Pyodide: Bringing the scientific Python stack to the browser
https://hacks.mozilla.org/2019/04/pyodide-bringing-the-scientific-python-stack-to-the-browser/
https://hacks.mozilla.org/2019/04/pyodide-bringing-the-scientific-python-stack-to-the-browser/
Mozilla Hacks – the Web developer blog
Pyodide: Bringing the scientific Python stack to the browser
Pyodide is an experimental project from Mozilla to create a full Python data science stack that runs entirely in the browser. We think it’s worthwhile to work on moving the ...
Computational and Inferential Thinking.
The Foundations of Data Science.
By Ani Adhikari and John DeNero
https://www.inferentialthinking.com/chapters/intro
The Foundations of Data Science.
By Ani Adhikari and John DeNero
https://www.inferentialthinking.com/chapters/intro
Forwarded from EarthML
Pandas for Geospatial data:
🐼Working with coordinates can be a nightmare and GeoPandas tool comes quite handy.
The goal of GeoPandas is to make working with geospatial data in python easier. It combines the capabilities of pandas and shapely, providing geospatial operations in pandas and a high-level interface to multiple geometries to shapely. GeoPandas enables you to easily do operations in python that would otherwise require a spatial database such as PostGIS.
🌎 Learn more here: http://geopandas.org/
Stay tuned, subscribe and share!
xoxo
🐼Working with coordinates can be a nightmare and GeoPandas tool comes quite handy.
The goal of GeoPandas is to make working with geospatial data in python easier. It combines the capabilities of pandas and shapely, providing geospatial operations in pandas and a high-level interface to multiple geometries to shapely. GeoPandas enables you to easily do operations in python that would otherwise require a spatial database such as PostGIS.
🌎 Learn more here: http://geopandas.org/
Stay tuned, subscribe and share!
xoxo
THE DATA SCIENCE INTERVIEW STUDY GUIDE
https://www.coriers.com/the-data-science-interview-study-guide/
https://www.coriers.com/the-data-science-interview-study-guide/
Coriers
The Data Science Interview Study Guide - Coriers
By Ben Rogojan Data science technical interviews, like other technical interviews require plenty of preparation. There are lots of subjects that need to be covered in order to ensure you are ready for a data science interview. Before we get started. We want…
AWS launches Textract, machine learning for text and data extraction
https://venturebeat.com/2019/05/29/aws-launches-textract-machine-learning-for-text-and-data-extraction/amp/
https://venturebeat.com/2019/05/29/aws-launches-textract-machine-learning-for-text-and-data-extraction/amp/
VentureBeat
AWS launches Textract, machine learning for text and data extraction
AWS' Textract, which leverages machine learning algorithms to detect and extract text and data from a range of document types, is now generally available.
Meta-Learners - learning how to learn
https://blog.fastforwardlabs.com/2019/05/22/metalearners-learning-how-to-learn.html
https://blog.fastforwardlabs.com/2019/05/22/metalearners-learning-how-to-learn.html
Fastforwardlabs
Meta-Learners - learning how to learn
Active learning allows us to be smart about picking the right set of datapoints for which to create labels. Done properly, this approach results in models that are trained on less data performing comparatively to models trained on much more data. In the world…
Awesome Knowledge Graph Embedding Approaches
This list contains repositories of libraries and approaches for knowledge graph embeddings, which are vector representations of entities and relations in a multi-relational directed labelled graph.
https://gist.github.com/mommi84/07f7c044fa18aaaa7b5133230207d8d4
This list contains repositories of libraries and approaches for knowledge graph embeddings, which are vector representations of entities and relations in a multi-relational directed labelled graph.
https://gist.github.com/mommi84/07f7c044fa18aaaa7b5133230207d8d4
Gist
Awesome Knowledge Graph Embedding Approaches
Awesome Knowledge Graph Embedding Approaches. GitHub Gist: instantly share code, notes, and snippets.
Data Science Blogs
A curated list of 200+ blogs related to Data Science.
https://www.cybrhome.com/topic/data-science-blogs?q=data%20science
A curated list of 200+ blogs related to Data Science.
https://www.cybrhome.com/topic/data-science-blogs?q=data%20science
CybrHome
Ultimate List of 200+ Must-Know Data Science Blogs
A curated list of 200+ blogs related to Data Science. Explore the best of data science using these top data science blogs.
ARIMA Model – Complete Guide to Time Series Forecasting in Python
https://www.machinelearningplus.com/time-series/arima-model-time-series-forecasting-python
https://www.machinelearningplus.com/time-series/arima-model-time-series-forecasting-python
Machine Learning Plus
ARIMA Model – Complete Guide to Time Series Forecasting in Python
Learn Data Science (AI/ML/Gen AI) Online