Github Articles & Tutorials by Weights & Biases

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Word2Vec: Teaching Neural Networks to Understand Words

Devjyoti Chakraborty, Aritra Roy Gosthipaty

Dec 09

Intermediate, NLP, Language Understanding, Keras, Research, Github, Panels, Plots

An Introduction to Adversarial Latent Autoencoders

Ayush Thakur, Sairam Sundaresan

Nov 23

Intermediate, Computer Vision, GenAI, Experiment, Research, GAN, Github, Panels, Plots, Slider, MNIST

Kaggle License Plate Detection With Weights & Biases

Aritra Roy Gosthipaty

Nov 12

Intermediate, Computer Vision, Object Detection, Keras, Experiment, CNN, Github, Panels, Plots, Kaggle

Confusion Matrix: Usage and Examples

Stacey Svetlichnaya

Nov 11

Beginner, Domain Agnostic, W&B Meta, Github, Custom Charts, Plots, iNaturalist

Creating Custom Charts From Scratch With Weights & Biases

Stacey Svetlichnaya

Nov 11

Beginner, Domain Agnostic, W&B Meta, Github, Custom Charts, Plots, iNaturalist

Creating Custom Line Plots With Weights & Biases

Stacey Svetlichnaya

Nov 10

Beginner, Domain Agnostic, W&B Meta, Github, Custom Charts, Plots, iNaturalist

Creating Custom Scatter Plots With Weights & Biases

Stacey Svetlichnaya

Nov 10

Beginner, Domain Agnostic, W&B Meta, Github, Custom Charts, Plots, iNaturalist

Creating Custom Histograms With Weights & Biases

Stacey Svetlichnaya

Nov 10

Beginner, Domain Agnostic, W&B Meta, Github, Custom Charts, Plots, iNaturalist

Object Localization With Keras and Weights & Biases

Oct 27

Intermediate, Computer Vision, Object Detection, Keras, Experiment, Conv2D, Github, Panels, Plots, MNIST

Fine-Tuning ResNet-18 for Audio Classification

Oct 27

Intermediate, Audio, Classification, fastai, Experiment, Research, ResNet, Github, Panels, Plots, Sweeps, Fine-tuning

Under the Hood of Recurrent Neural Networks

Aritra Roy Gosthipaty

Oct 09

Intermediate, NLP, Keras, Experiment, RNN, Github, Plots

Part 2: Deep Representations, a Way Towards Neural Style Transfer

Aritra Roy Gosthipaty, Devjyoti Chakraborty

Sep 22

Intermediate, Computer Vision, GenAI, Experiment, Research, CNN, Github, Panels, Plots, Slider, ImageNet

Part 1: Deep Representations, a Way Towards Neural Style Transfer

Aritra Roy Gosthipaty, Devjyoti Chakraborty

Sep 21

Intermediate, Computer Vision, GenAI, Experiment, Research, CNN, Github, Panels, Plots, Slider, ImageNet

How to Train Your HuggingFace Models Twice As Fast

Michaël Benesty

Sep 18

Intermediate, NLP, HuggingFace, Experiment, BERT, Github, Plots, Sweeps

Unsupervised Visual Representation Learning with SwAV

Ayush Thakur, Sayak Paul

Sep 04

Intermediate, Computer Vision, Classification, Research, ResNet, Github, Panels, Plots

An Introduction to Adversarial Examples in Deep Learning

Aug 23

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

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

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

Learning Dynamics of RNNs, and Memory Augmented RNNs

Jun 02

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

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