Introducing Dagster
Dagster is an open-source Python library for building systems like ETL processes and ML pipelines.
GitHub: http://bit.ly/2MkyYTP
http://bit.ly/2Mkw4yh
Dagster is an open-source Python library for building systems like ETL processes and ML pipelines.
GitHub: http://bit.ly/2MkyYTP
http://bit.ly/2Mkw4yh
GitHub
GitHub - dagster-io/dagster: An orchestration platform for the development, production, and observation of data assets.
An orchestration platform for the development, production, and observation of data assets. - GitHub - dagster-io/dagster: An orchestration platform for the development, production, and observation ...
Python Machine Learning Tutorial: Predicting Airbnb Prices
This tutorial will introduce you to the fundamental concepts of machine learning. As you follow along, you’ll build your very first model from scratch to make predictions while developing a solid understanding of how exactly how your model works.
http://bit.ly/2Mn39JZ
This tutorial will introduce you to the fundamental concepts of machine learning. As you follow along, you’ll build your very first model from scratch to make predictions while developing a solid understanding of how exactly how your model works.
http://bit.ly/2Mn39JZ
Dataquest
Python Machine Learning Tutorial: Predicting Airbnb Prices
Learn about machine learning in Python and build your very first ML model from scratch to predict Airbnb prices using k-nearest neighbors.
Using DVC to create an efficient version control system for data projects
In this article, you will learn what DVC is and how to use it to track the project’s data. DVC simplifies Data projects by using stages and pipelines, which increases productivity and improves collaboration.
http://bit.ly/2MvgLmN
In this article, you will learn what DVC is and how to use it to track the project’s data. DVC simplifies Data projects by using stages and pipelines, which increases productivity and improves collaboration.
http://bit.ly/2MvgLmN
Medium
Using DVC to create an efficient version control system for data projects
At first we were looking for a tool to help us dealing with production data files such as trained machine learning algorithms. In the…
ICML 2019 Videos
Video and slides from the International Conference on Machine Learning
http://bit.ly/2ys9uvG
Video and slides from the International Conference on Machine Learning
http://bit.ly/2ys9uvG
icml.cc
ICML 2019 Videos
ICML Website
How to Develop an Information Maximizing GAN (InfoGAN) in Keras
In this tutorial, you will learn how to develop and train an InfoGAN model from scratch and use the control variables to control which digit is generated by the model.
http://bit.ly/2MxWpJB
#ML #AI #DataScience
In this tutorial, you will learn how to develop and train an InfoGAN model from scratch and use the control variables to control which digit is generated by the model.
http://bit.ly/2MxWpJB
#ML #AI #DataScience
Machine Learning Mastery
How to Develop an Information Maximizing GAN (InfoGAN) in Keras - Machine Learning Mastery
The Generative Adversarial Network, or GAN, is an architecture for training deep convolutional models for generating synthetic images.
Although remarkably effective, the default GAN provides no control over the types of images that are generated. The Information…
Although remarkably effective, the default GAN provides no control over the types of images that are generated. The Information…
Neural Architecture Search at CVPR 2019
In this article, you will learn about neural architecture search (NAS) and how it was presented at CVPR 2019 in Long Beach.
http://bit.ly/333nSbH
In this article, you will learn about neural architecture search (NAS) and how it was presented at CVPR 2019 in Long Beach.
http://bit.ly/333nSbH
drsleep.github.io
Neural Architecture Search at CVPR 2019
PyTorch Transformers for state-of-the-art NLP
If you're doing anything with NLP, this is a great new open-source tool to know about. This library from Hugging Face contains 27 pre-trained models to conduct state-of-the-art NLP/NLU tasks, including BERT, GPT-2, XLNet, etc. It's a unified API too, which makes it easy to use and experiment with the latest techniques.
http://bit.ly/337Mgch
If you're doing anything with NLP, this is a great new open-source tool to know about. This library from Hugging Face contains 27 pre-trained models to conduct state-of-the-art NLP/NLU tasks, including BERT, GPT-2, XLNet, etc. It's a unified API too, which makes it easy to use and experiment with the latest techniques.
http://bit.ly/337Mgch
Medium
PyTorch Transformers for state-of-the-art NLP
Hugging Face open sources a new library that contains up to 27 pretrained models to conduct state-of-the-art NLP/NLU tasks.
Cyclical Learning Rates with Keras and Deep Learning
In this tutorial, you will learn how to use Cyclical Learning Rates (CLR) and Keras to train your own neural networks. Using Cyclical Learning Rates you can dramatically reduce the number of experiments required to tune and find an optimal learning rate for your model.
http://bit.ly/2MEAAbc
In this tutorial, you will learn how to use Cyclical Learning Rates (CLR) and Keras to train your own neural networks. Using Cyclical Learning Rates you can dramatically reduce the number of experiments required to tune and find an optimal learning rate for your model.
http://bit.ly/2MEAAbc
PyImageSearch
Cyclical Learning Rates with Keras and Deep Learning - PyImageSearch
In this tutorial, you will learn how to use Cyclical Learning Rates (CLR) and Keras to train your own neural networks. Using Cyclical Learning Rates you can dramatically reduce the number of experiments required to tune and find an optimal learning rate for…
A Gentle Introduction to CycleGAN for Image Translation
In this article, you will discover the CycleGAN technique for unpaired image-to-image translation.
http://bit.ly/2MEGI33
In this article, you will discover the CycleGAN technique for unpaired image-to-image translation.
http://bit.ly/2MEGI33
Machine Learning Mastery
A Gentle Introduction to CycleGAN for Image Translation - Machine Learning Mastery
Image-to-image translation involves generating a new synthetic version of a given image with a specific modification, such as translating a summer landscape to winter.
Training a model for image-to-image translation typically requires a large dataset of…
Training a model for image-to-image translation typically requires a large dataset of…
How I built a spreadsheet app with Python to make data science easier
Grid studio is a new open-source application that integrates Python with something that looks a lot like a typical spreadsheet. The spreadsheet can be edited directly and grid cells can contain numbers, text or arbitrary functions. It's said to have full Python integration, including libraries such as scikit-learn, numpy and pandas.
GitHub: http://bit.ly/2MJH5JK
http://bit.ly/2MJaP9y
Grid studio is a new open-source application that integrates Python with something that looks a lot like a typical spreadsheet. The spreadsheet can be edited directly and grid cells can contain numbers, text or arbitrary functions. It's said to have full Python integration, including libraries such as scikit-learn, numpy and pandas.
GitHub: http://bit.ly/2MJH5JK
http://bit.ly/2MJaP9y
GitHub
GitHub - ricklamers/gridstudio: Grid studio is a web-based application for data science with full integration of open source data…
Grid studio is a web-based application for data science with full integration of open source data science frameworks and languages. - GitHub - ricklamers/gridstudio: Grid studio is a web-based appl...
Awesome production machine learning
This repository contains a curated list of excellent open-source libraries that will help you deploy, monitor, version, scale, and secure your production machine learning.
http://bit.ly/2MUty2n
This repository contains a curated list of excellent open-source libraries that will help you deploy, monitor, version, scale, and secure your production machine learning.
http://bit.ly/2MUty2n
GitHub
GitHub - EthicalML/awesome-production-machine-learning: A curated list of awesome open source libraries to deploy, monitor, version…
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning - EthicalML/awesome-production-machine-learning
Data Fest Odessa - September 7
A global series of free conferences hosted by ods.ai where researchers, engineers, and developers in Data Science come together to explore CV, NLP, SysML, and related business use cases and opportunities.
Become a speaker: http://bit.ly/2YyVBLq
Registration and more information: http://bit.ly/2YyVAqQ
A global series of free conferences hosted by ods.ai where researchers, engineers, and developers in Data Science come together to explore CV, NLP, SysML, and related business use cases and opportunities.
Become a speaker: http://bit.ly/2YyVBLq
Registration and more information: http://bit.ly/2YyVAqQ
Browse the State-of-the-Art in Machine Learning
1146 leaderboards, 1223 tasks, 1105 datasets and 14779 papers with code will help you track the state-of-the-art in ML.
http://bit.ly/2Yy3NvE
1146 leaderboards, 1223 tasks, 1105 datasets and 14779 papers with code will help you track the state-of-the-art in ML.
http://bit.ly/2Yy3NvE
Paperswithcode
Papers with Code - Browse the State-of-the-Art in Machine Learning
12304 leaderboards • 5296 tasks • 11114 datasets • 151209 papers with code.
U-GAT-IT
Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation
http://bit.ly/2N0Zlyr
Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation
http://bit.ly/2N0Zlyr
GitHub
taki0112/UGATIT
Official Tensorflow implementation of U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation (ICLR 2020) - taki0112/UGATIT
Data Science UA — 7th Conference on Machine Learning, Artificial Intelligence and Data Science in Kyiv. Productive networking and engineering insights. Over 500 participants and 20 speakers, 3 streams.
Buy tickets: http://bit.ly/2YKlfNp
10% promo code: DSUA_Digest
Buy tickets: http://bit.ly/2YKlfNp
10% promo code: DSUA_Digest
Advances in Conversational AI
New open-source data sets, algorithms, and models that improve five common weaknesses of open-domain chatbots today: consistency, specificity, empathy, knowledgeability, and multimodal understanding.
http://bit.ly/2MYTfyx
New open-source data sets, algorithms, and models that improve five common weaknesses of open-domain chatbots today: consistency, specificity, empathy, knowledgeability, and multimodal understanding.
http://bit.ly/2MYTfyx
Facebook
Advances in Conversational AI
Facebook AI has made scientific progress in improving nuanced conversational skills, including consistency, specificity, and empathy.
Ten simple rules for writing and sharing computational analyses in Jupyter Notebooks
These "simple rules" for Jupyter Notebooks amount to a set of best practices for ensuring that your work is maintainable, reproducible and easy to follow.
http://bit.ly/2YOasSG
These "simple rules" for Jupyter Notebooks amount to a set of best practices for ensuring that your work is maintainable, reproducible and easy to follow.
http://bit.ly/2YOasSG
journals.plos.org
Ten simple rules for writing and sharing computational analyses in Jupyter Notebooks
Last Chance to save 40% on tickets to the Deep Learning Summit, Europe
The world's leading Deep Learning Summit will be in London in September! Secure your summit pass with 40% off using code DSDIGEST.
https://bit.ly/2JN5Kv6
The world's leading Deep Learning Summit will be in London in September! Secure your summit pass with 40% off using code DSDIGEST.
https://bit.ly/2JN5Kv6
More pandas tricks!
Kevin Markham, founder of Data School has expanded his popular pandas tricks series. There are now more than 45 tricks and new ones are added daily.
http://bit.ly/2MZJal4
Kevin Markham, founder of Data School has expanded his popular pandas tricks series. There are now more than 45 tricks and new ones are added daily.
http://bit.ly/2MZJal4
Top 10 Best Podcasts on AI, Analytics, Data Science, Machine Learning
Check out KDnuggets list of Top 10 Most Popular Data Science and Machine Learning podcasts available on iTunes. Stay up to date in the field with these recent episodes and join in with the current data conversations.
http://bit.ly/2NekbdE
Check out KDnuggets list of Top 10 Most Popular Data Science and Machine Learning podcasts available on iTunes. Stay up to date in the field with these recent episodes and join in with the current data conversations.
http://bit.ly/2NekbdE