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Deep Learning Articles
Part 2 – Comparing Message Passing Based GNN Architectures
Compare and visualize various message-passing based GNN architectures using Sweeps by Weights and Biases.
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9
Part 1 – Introduction to Graph Neural Networks with GatedGCN
Introduces Graph Neural Networks and analyzes the Gated Graph Convolutional Network architecture.
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9
AMA with Anthony Goldbloom, CEO of Kaggle
Anthony Goldbloom answers the W&B community's questions.
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10
Introduction to Adversarial Examples in Deep Learning
Introduction to different adversarial attacks and how to defend against them.
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9
Text Recognition with CRNN-CTC Network
This report explains how to detect & recognize text from images.
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4
HuggingTweets - Train a model to generate tweets
In 5 minutes, fine-tune a pre-trained Transformer on anyone's tweets.
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4
Organize Your Machine Learning Pipelines with Artifacts
How to use W&B Artifacts to store and keep track of datasets & models across machine learning pipelines.
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10
Distributed hyperparameter optimization at scale
How to use Ray Tune with W&B to run an effective distributed hyperparameter optimization pipeline at scale.
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9
Towards Representation Learning for an Image Retrieval Task
Self-supervised and regularized supervised image retrieval with the help of the latent space of an autoencoder.
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4
Build the World's Open Hedge Fund by Modeling the Stock Market
The hardest data science tournament on the planet
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8
Understanding the Effectivity of Ensembles in Deep Learning
Dissecting ensembles, one at a time.
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9
Plunging into Model Pruning in Deep Learning
This report discusses pruning techniques in the context of deep learning.
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9