Model Articles & Tutorials by Weights & Biases

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PoE-GAN: Generating Images from Multi-Modal Inputs

Feb 09

Computer Vision, GenAI, Keras, Experiment, PoE-GAN, Panels, Plots, Tables, TMP, Exemplary

De Novo Molecule Generation with GCPNs using TorchDrug

Feb 02

Intermediate, Computer Vision, Molecule Generation, Experiment, GCN, Panels, Plots, Tables

Optimizing Models with Quantization-Aware Training in Keras - Part II

Jan 26

Intermediate, Computer Vision, Keras, scikit-learn, Experiment, ResNet, Github, Plots, Kaggle

Optimizing Models with Post-Training Quantization in Keras - Part I

Jan 21

Intermediate, Computer Vision, Keras, scikit-learn, Experiment, ResNet, Github, Plots, Kaggle

JoJoGAN: One Shot Face Stylization with W&B and Gradio

Jan 20

Intermediate, Computer Vision, GenAI, Gradio, Tutorial, W&B Meta, JoJoGAN, Panels, Plots, Slider, Tables

Revisiting Deep Learning Models for Tabular Data

Saurav Maheshkar

Jan 14

Intermediate, Tabular, MLP, ResNet, Github, Plots, Chum here

Collaboration in ML made easy with W&B Teams

Jan 13

Beginner, Domain Agnostic, W&B Meta, DALL-E, Plots, Tables, Exemplary

Instance Normalization in PyTorch (With Examples)

Saurav Maheshkar

Jan 11

Beginner, Domain Agnostic, PyTorch, Tutorial, Conv2D, Plots, Sweeps, Tables, Normalization, Chum here

Group Normalization in Pytorch (With Examples)

Jan 03

Beginner, Domain Agnostic, PyTorch, Tutorial, Conv2D, Plots, Sweeps, Normalization, Chum here

ML Best Practices: Test Driven Development at Latent Space

Jan 01

Model

ResNet Strikes Back: A Training Procedure in TIMM

Dec 14

Intermediate, Computer Vision, Classification, PyTorch, TIMM, Experiment, Tutorial, ResNet, Tables

Choosing a Model for Detecting Surgical Instruments

Maria Rodriguez

Dec 13

Intermediate, Computer Vision, Object Detection, Experiment, R-CNN, VFNet, Github, Plots, Health Care, YOLO

An Introduction to VAE-GANs

Shambhavi Mishra

Dec 08

Intermediate, Computer Vision, GenAI, Experiment, VAE-GAN, Github, Panels, Plots

Layer Normalization in Pytorch (With Examples)

Dec 08

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

Information Extraction from Scanned Receipts: Fine-tuning LayoutLM on SROIE

Dec 07

Intermediate, Computer Vision, OCR, Experiment, LayoutLM, Panels, Tables, SROIE, NLP, Fine-tuning

Normalization Series: What is Batch Normalization?

Saurav Maheshkar

Dec 03

Intermediate, Domain Agnostic, PyTorch, Tutorial, Conv2D, Plots, Tables, MNIST, Normalization, Chum here, Exemplary

Deep Learning on the M1 Pro with Apple Silicon

Dec 02

Intermediate, Hardware, Keras, Experiment, MobileNet v2, ResNet, Plots, Exemplary

How Weights & Biases Can Help with Audits & Regulatory Guidelines

Nov 18

Intermediate, Domain Agnostic, W&B Meta, ResNet, Artifacts, Panels

Let's Talk ConvMixer Architecture. What it is? Why you should use it? And how you can use it?

Burhanuddin Rangwala

Nov 16

Intermediate, Computer Vision, Classification, Keras, Experiment, ConvMixer, Plots

LSTM RNN in Keras: Examples of One-to-Many, Many-to-One & Many-to-Many

Nov 10

Intermediate, Domain Agnostic, Keras, Tutorial, RNN, Plots, LSTM

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