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WebFormer: The Next Logical Step In Structure Information Extraction

Dave Davies

Feb 22

Intermediate, NLP, Language Understanding, Research, Chum here

The Softmax Activation Function Explained

Saurav Maheshkar

Jan 25

Beginner, Domain Agnostic, Classification, Tutorial, Softmax, Chum here

Revisiting Deep Learning Models for Tabular Data

Saurav Maheshkar

Jan 14

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

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)

Adrish Dey

Jan 03

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

Normalization Series: What is Batch Normalization?

Saurav Maheshkar

Dec 03

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

Introduction to K-Means Clustering (With Examples)

Saurav Maheshkar

Nov 24

Beginner, Computer Vision, Classification, scikit-learn, Tutorial, Panels, Plots, Iris, K-means, Chum here

Introduction to Cross Validation Techniques

Saurav Maheshkar

Nov 18

Beginner, Domain Agnostic, Tutorial, Panels, Plots, Chum here, Exemplary

YOLOv5 Object Detection on Windows (Step-By-Step Tutorial)

Dave Davies

Sep 28

Beginner, Computer Vision, Object Detection, PyTorch, Tutorial, Plots, Chum here, Exemplary, YOLO

Using LSTM in PyTorch: A Tutorial With Examples

Saurav Maheshkar

Sep 10

Beginner, NLP, PyTorch, Tutorial, Plots, LSTM, Chum here, Articles

Hyperparameter Search With spaCy and Weights & Biases

Scott Condron

Sep 08

Intermediate, NLP, spaCy, Tutorial, W&B Meta, Parameter Importance, Sweeps, Chum here, Exemplary

VIDEO: Teaching a Self-Driving RC Car To Obey the Law. And Then Break It.

Justin Tenuto

Aug 18

Beginner, Computer Vision, Object Detection, Case Study, Chum here

How To Fine-Tune Hugging Face Transformers on a Custom Dataset

Ayush Thakur

Aug 17

Beginner, NLP, Language Generation, Language Understanding, HuggingFace, Experiment, Tutorial, DistilBERT, Plots, Chum here, Fine-tuning

Tables Tutorial: Recreating Whale Melodies on Orchestral Instruments

Stacey Svetlichnaya

Jul 22

Intermediate, Audio, Music Generation, Keras, Experiment, Tables, Chum here

DICOM Visualization with W&B Tables

Kevin Shen

Jul 21

Intermediate, Computer Vision, Classification, Experiment, Tables, Chum here, YOLO

SBX Robotics: Synthetic Training Data & Scene Composition with Tables

Artem @ SBX Robotics

Jul 20

Intermediate, Computer Vision, Object Detection, PyTorch, Experiment, R-CNN, Tables, Chum here

Tables Tutorial: Visualize Text Data & Predictions

Stacey Svetlichnaya

Jul 20

Intermediate, NLP, Text Generation, PyTorch, Experiment, W&B Meta, RNN, Tables, TinyShakespeare, Chum here

Announcing W&B Tables: Iterate on Your Data

Shawn Lewis, Stacey Svetlichnaya, Tim Sweeney, Carey Phelps

Jul 19

Beginner, Domain Agnostic, W&B Meta, Tables, Chum here

Tables Tutorial: Visualize Data for Image Classification

Stacey Svetlichnaya

Jul 18

Intermediate, Computer Vision, Classification, Keras, Experiment, W&B Meta, Tables, iNaturalist, Chum here

How To Use GPU with PyTorch

Ayush Thakur

Dec 07

Beginner, Domain Agnostic, PyTorch, Tutorial, Plots, Chum here

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