LinkedIn open-sources LiFT to enable the measurement of fairness in large-scale machine learning workflows

Although there are many approaches and libraries presently in practice to analyze fairness in machine learning models, they all are still limited...

BlazePose: On-device lightweight convolutional neural network architecture for human pose estimation

Every physical activity we do today can be tracked using Fitbit, phone apps, etc. Every step taken can be counted, but are...

IBM uses AI-based models to estimate risk of developing genetic diseases

Scientists at IBM, the Broad Institute of MIT and Harvard, and health tech company Color published a study that states the nearness...

Pysa: An Open-Source Python Static Analyzer by Facebook

In this digital era, the security issues of applications is a significant concern. A tool to detect security issues in a python-based...

Google Open-Sources LIT: A Visual, Interactive Model-Understanding Tool For NLP Models

Google AI Researchers recently released its open-source tool LIT (Language Interpretability Tool) for visualizing, auditing, and understanding the NLP models.

Facebook AI Open-Sourced ‘TransCoder’: A Deep Learning Based Self-Supervised Neural Transcompiler System

There are many programming languages utilized today, from the earliest COBOL, Fortran to a current significant-level programming language like C++, Java, and...

Facebook AI’s Voice Separation Model That Distinguishes Multiple Speakers Simultaneously

At the time of isolation and social distancing due to the pandemic, there are many changes in everyone's life. One among them...

Neuropod: Uber ATG’s Open Source Deep Learning Inference Engine

Uber Advanced Technologies Group (ATG) recently open-sourced Neuropod, a framework that provides a uniform interface to run deep learning models from multiple...

Hummingbird: A library for compiling trained traditional machine learning models into tensor computations

This is really a cool work out of Microsoft research called hummingbird. You can convert traditional machine learning models to tensor computations...

DeepMind releases Acme: A library of reinforcement learning components and agents

DeepMind has recently released Acme, a library with an objective to simplify the development of reinforcement learning algorithms and agent building blocks. This application can...
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