AI Shorts

Fairseq: A Fast, Extensible Toolkit for Sequence Modeling

Fairseq(-py) is a sequence modeling toolkit written in Python and developed at Facebook's AI Research. This toolkit allows AI researchers and developers to train customized...

‘Cortex’: An open source platform for deploying machine learning models as production web services

If you are looking for a tool to deploy machine learning models as production web services, then ‘Cortex’ could be a good option to try. This...

Deepinsight : User-Friendly Deep Learning Tool to Decode Neural Activity in an Automated Way

DeepInsight is a deep learning-based decoding framework for discovering and characterizing the neural correlates of behavior and stimuli in unprocessed neural data. This tool...

Nvidia’s StyleGAN2: Analyzing and Improving the Image Quality of StyleGAN

Nvidia launches its upgraded version of StyleGAN by fixing artifacts features and further improves the quality of generated images. StyleGAN being the first of...

This new Object-Recognition Dataset, ‘ObjectNet’, stumped the leading Computer Vision Models

Developed by a team of MIT and IBM researchers, 'ObjectNet' is a dataset that tries to solve the complexity of real-world objects.  Unlike ImageNet,...

Uber’s Plug and Play Language Model (PPLM) Allows Steering Topic and Attributes of GPT-2 Models

It's impressive that Generative models like Open AI's GPT-2 automatically create texts using limited input. But controlling the attributes (topics, context, sentiment) of these...

Netflix open-sources its Python Framework ‘Metaflow’ for building and managing data science projects

Netflix open-sources its human-friendly Python Framework 'Metaflow' to build and manage real-life data science projects with ease. Metaflow was originally developed at Netflix...

This open-source tool ‘Doccano’ provides annotation features for text classification

Doccano is an open-source text annotation tool for machine learning professionals. It sets annotation features for sequence labeling, text classification and sequence to sequence...

This Lightweight, Python library ‘Steppy’ can be used for fast and reproducible data science/machine learning experimentation

'Steppy' is a light python-3 library that can be used for fast and reproducible data science/machine learning experimentation. It reduces the burden of data...

This Open Sourced Python library ‘audit-AI’ does Bias Testing for Generalized Machine Learning Applications

This open-sourced bias testing python library ‘audit AI’ can be used for measuring and mitigating the effects of discriminatory patterns in training data and...

This Browser Extension ‘GPTrue or False’ Can Identify AI Written Content

Recently OpenAI announced the launch of its 1.5 billion parameter language model GPT-2. GPT-2 has been in the news as the scary AI...

PQk-means: Billion-scale Clustering for Product-quantized Codes

PQk-means is a Python library for efficient clustering of large-scale data. While k-means clustering is slow and not much efficient to handle large scale...

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