Create a Neural Network With PyTorch

PyTorch is an Artificial Intelligence library that has been created by Facebook's artificial intelligence research group . The source code is accessible...

Facebook AI Open-Sources Graph Transformer Networks (GTN) For Automatic Differentiation With Graphs

Graph Transformer Networks (GTN) is an open-source framework with weighted finite-state transducers (WFSTs), a powerful and expressive type of graph. GTN, just...

Google AI introduces TF-Coder, a program synthesis tool that helps you write TensorFlow code

Manipulating tensors is not an easy task as it requires a lot of prerequisites, such as keeping track of multiple dimensions, Dtype...

Google AI Introduces Menger, A Massive Large-Scale Distributed Reinforcement Learning (RL) Infrastructure

Reinforcement learning (RL) is a significant area of machine learning, with the potential to solve a lot of real world problems in various...

Deep Learning with Keras – Part 7: Recurrent Neural Networks

Intro In this part of the series, we will introduce Recurrent Neural Networks aka RNNs that made a major...

Regression using Tensorflow and Gradient descent optimizer

Gradient descent is the most popular optimization algorithm, used in machine learning and deep learning. Gradient descent is iterative optimization algorithm for...

Neural Structured Learning (NSL): A TensorFlow Framework To Train Neural Networks With Structured Signals

Neural Structured Learning (NSL) is a TensorFlow framework for training neural networks with structured signals. NSL can handle structured input in two...

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...

Leveraging ML Compute Framework For Accelerated TensorFlow Performance On Mac

TensorFlow 2 offers best-in-class training performance on various platforms, devices, and hardware. This empowers researchers and professionals to work on their favored...

TensorFlow Releases MinDiff: A Technique For Addressing Unfair Bias In Machine Learning Models

A year ago, TensorFlow open-sourced a platform that enables sliced evaluation of machine learning (ML) model performance, called Fairness Indicators. Response evaluation is...
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