Machine Learning Articles, Tutorials & Reports by Weights & Biases

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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

YOLOv5: Training Results on the COCO128 Tutorial Dataset

Nov 06

Intermediate, Computer Vision, Experiment, YOLO, Plots, COCO

Survival of the Fittest CNN Model

Aritra Roy Gosthipaty, Puja Roychowdhury

Nov 05

Intermediate, Domain Agnostic, Experiment, CNN, Plots, Sweeps, CIFAR10, Kaggle

From EMNIST to Wikisplit: Sentence Composition Using W&B

Nov 05

Intermediate, NLP, OCR, Experiment, CNN, RNN, Panels, Plots

First Order Motion Model for Image Animation

Nov 04

Intermediate, Computer Vision, GenAI, Research, Panels

Why I Started Weights & Biases

Nov 04

W&B Meta

Visualize Keras Models with One Line of Code

Nov 01

Keras

IceVision Meets Weights & Biases For Object Detection

Oct 28

Intermediate, Computer Vision, Object Detection, PyTorch Lightning, fastai, Experiment, Tutorial, EfficientNet, Panels, Plots

Image Classification Using PyTorch Lightning and Weights & Biases

Oct 28

Intermediate, Computer Vision, Classification, PyTorch Lightning, Experiment, Panels, Plots, CIFAR10

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

Pretraining a 124-M Parameter GPT-2 Language Model

Oct 22

Intermediate, NLP, HuggingFace, Keras, Experiment, BERT, Plots, Kaggle, Large Models, GPT

Visualizing The Effect of Attention on Gradient Flow Using Custom Charts

Oct 14

Intermediate, Reinforcement Learning, Gaming, Experiment, Research, Panels, Plots, Slider

The W&B Machine Learning Visualization IDE

Shawn Lewis, Carey Phelps, Stacey Svetlichnaya, John Qian, Kyle Goyette, Tom Holmes

Oct 12

Beginner, Domain Agnostic, W&B Meta, Custom Charts

Plot Precision Recall Curves With Weights & Biases

Stacey Svetlichnaya

Oct 10

Beginner, Computer Vision, Object Detection, Experiment, W&B Meta, CNN, Custom Charts, Panels, Plots, iNaturalist

Visualize Fastai Faster

Oct 09

fastai

How to Build a Machine Learning Team When You Are Not Google or Facebook

Oct 09

Beginner

Measuring Safety in Reinforcement Learning

Stacey Svetlichnaya

Oct 09

Intermediate, Reinforcement Learning, Gaming, Benchmark, Experiment, Panels

Under the Hood of Recurrent Neural Networks

Aritra Roy Gosthipaty

Oct 09

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

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