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Visualizing Transformer behavior with Ecco

Visualizing Transformer behavior with Ecco

Chris19 January 202119 January 2021Leave a comment
These days, Transformer based architectures are taking the world of Natural Language Processing by storm. What’s more, even more recently,...
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Object Detection for Images and Videos with TensorFlow 2.0

Object Detection for Images and Videos with TensorFlow 2.0

Chris15 January 202118 January 2021Leave a comment
Object detection is one of the areas in Deep Learning where much progress has been made. Using a variety of...
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Getting started with PyTorch

Getting started with PyTorch

Chris13 January 202114 January 2021Leave a comment
When you want to build a deep learning model these days, there are two machine learning libraries that you must...
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Using SELU with TensorFlow and Keras

Using SELU with TensorFlow and Keras

Chris12 January 202112 January 2021Leave a comment
Neural networks thrive on nonlinear data only when nonlinear activation functions are used. The Rectified Linear Unit, or RELU, is...
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Bidirectional LSTMs with TensorFlow and Keras

Bidirectional LSTMs with TensorFlow and Keras

Chris11 January 202113 January 2021Leave a comment
Long Short-Term Memory networks or LSTMs are Neural Networks that are used in a variety of tasks. Used in Natural...
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Build an LSTM Model with TensorFlow and Keras

Build an LSTM Model with TensorFlow and Keras

Chris7 January 202113 January 20211 Comment
Long Short-Term Memory (LSTM) based neural networks have played an important role in the field of Natural Language Processing. In...
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ALBERT explained: A Lite BERT

ALBERT explained: A Lite BERT

Chris6 January 20216 January 2021Leave a comment
Transformer models like GPT-3 and BERT have been really prominent in today’s Natural Language Processing landscape. They have built upon...
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DALL·E: OpenAI GPT-3 model can draw pictures based on text

DALL·E: OpenAI GPT-3 model can draw pictures based on text

Chris5 January 20215 January 2021Leave a comment
In 2020, the GPT-3 model created by OpenAI created big headlines: it was capable of generating text that could not...
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Intuitive Introduction to BERT

Intuitive Introduction to BERT

Chris4 January 202113 January 20215 Comments
Transformers are taking the world of NLP by storm. After being introduced in Vaswani et al.’s Attention is all you...
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Intuitive Introduction to OpenAI GPT

Intuitive Introduction to OpenAI GPT

Chris2 January 202113 January 20213 Comments
Natural Language Processing is one of the fields where Machine Learning has really boosted progress in the past few years....
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