Domain Articles & Tutorials by Weights & Biases

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An Introduction to Adversarial Examples in Deep Learning

Aug 23

Intermediate, Computer Vision, Domain Agnostic, PyTorch, Tutorial, GAN, Github, Panels, Plots

Part 1 – Introduction to Graph Neural Networks With GatedGCN

Aug 19

Intermediate, Domain Agnostic, Tutorial, GNN, Plots, PATTERN

Towards Representation Learning for an Image Retrieval Task

Aritra Roy Gosthipaty, Souradip Chakraborty

Aug 07

Intermediate, Computer Vision, GenAI, Experiment, Panels, Plots, CIFAR10

How To Get Started With Numerai Using Weights & Biases

Carlo Lepelaars

Jul 28

Intermediate, NLP, Sentiment Analysis, PyTorch, Tutorial, Plots, Financial

Organize Your Machine Learning Pipelines With Artifacts in Weights & Biases

Ayush Chaurasia

Jul 27

Beginner, Computer Vision, Domain Agnostic, Object Detection, PyTorch, W&B Meta, YOLO, Github, Artifacts, Panels, Plots

Understanding the Effectivity of Ensembles in Deep Learning

Sayak Paul, Ayush Thakur

Jul 24

Intermediate, Computer Vision, Object Detection, PyTorch, Experiment, Research, CNN, ResNet, Github, Panels, Plots, CIFAR10

Measuring Mode Collapse in GANs Using Weights & Biases

Jul 23

Advanced, Computer Vision, GenAI, Research, GAN, Panels, Plots

Generate Meaningful Captions for Images With Attention Models

Rajesh Shreedhar Bhat, Souradip Chakraborty

Jul 23

Intermediate, Computer Vision, NLP, Text Generation, Keras, Research, CNN, Github, Panels, Plots, Classification

Cute Animals and Post-Modern Style Transfer: StarGAN v2 for Multi-Domain Image Synthesis

Stacey Svetlichnaya

Jul 22

Intermediate, Computer Vision, GenAI, Research, GAN, Panels, Plots

Modern Data Augmentation Techniques for Computer Vision

Jul 21

Intermediate, Computer Vision, Keras, Tutorial, ResNet, Panels, Plots, CIFAR10

Hiding In Plain Sight: Deep Steganography

Ayush Chaurasia

Jul 17

Intermediate, Computer Vision, Experiment, Tutorial, Panels, Plots, Sweeps, ImageNet

Implementing and Tracking the Performance of a CNN in PyTorch

Jul 07

Intermediate, Computer Vision, Domain Agnostic, Object Detection, PyTorch, Tutorial, CNN, Plots, Sweeps, CIFAR10

PyTorch Dropout for regularization - tutorial

Jul 03

Beginner, Domain Agnostic, PyTorch, Tutorial, Conv2D, Plots, CIFAR10

Plotting Keras History Using Weights & Biases

Jun 27

Beginner, Domain Agnostic, Keras, Tutorial, W&B Meta, Plots

AI For AG: Production ML for Agriculture Using Weights & Biases

Jun 25

Intermediate, Computer Vision, Object Detection, PyTorch, Case Study, Plots

Diving Into Model Pruning in Deep Learning

Jun 10

Intermediate, NLP, OCR, Keras, Experiment, Panels, Plots, MNIST

Learning Dynamics of RNNs, and Memory Augmented RNNs

Jun 02

Advanced, NLP, PyTorch, Experiment, RNN, Github, Plots

DeepChem: Predicting Molecular Solubility With Weights & Biases

Stacey Svetlichnaya

May 29

Advanced, Computer Vision, scikit-learn, Experiment, Github, Panels, Plots, Sweeps, Health Care

DeepForm: Track Political Advertising With Deep Learning

Stacey Svetlichnaya

May 21

Intermediate, NLP, OCR, Experiment, CNN, Github, Plots

Learning Dexterity End-to-End Using Weights & Biases Reports

May 21

Intermediate, Reinforcement Learning, Robotics, Keras, Case Study, Experiment, ORBB, Plots

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