PyTorch Articles & Tutorials by Weights & Biases

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Interpret any PyTorch Model Using W&B Embedding Projector

Jan 19

Intermediate, Computer Vision, Classification, PyTorch, Experiment, W&B Meta, Embedding Projector, Plots, Tables, Exemplary

How to Initialize Weights in PyTorch

Saurav Maheshkar

Mar 23

Articles, PyTorch, Tutorial

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Using LSTM in PyTorch: A Tutorial With Examples

Saurav Maheshkar

Sep 10

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

Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification

Sep 03

Intermediate, Computer Vision, Classification, PyTorch, Research, Plots, RC

Using the PyTorch Profiler with W&B

Aug 24

Advanced, Domain Agnostic, PyTorch, Tutorial, W&B Meta, Tables, Exemplary

Using AWS Sagemaker and Weights & Biases Together on Digit Recognition with MNIST

Jul 27

Beginner, Computer Vision, OCR, PyTorch, SageMaker, Tutorial, Github, Panels, Parameter Importance, Plots, Sweeps, Tables, MNIST

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

Fine-Grained Image Classification (FGIC) with B-CNNs

Rajesh Shreedhar Bhat, Souradip Chakraborty

Jun 10

Intermediate, Computer Vision, Classification, PyTorch, Experiment, B-CNN, Panels, Plots, Slider, Kaggle

How to Implement the Softmax Function in Python

Krisha Samir Mehta

Jun 10

Beginner, Domain Agnostic, Classification, PyTorch, Tutorial, Panels, Plots, Softmax

Dynamic R-CNN: Towards High Quality Object Detection via Dynamic Training (ECCV 2020)

May 06

Intermediate, Computer Vision, Object Detection, PyTorch, Research, CNN, Github, Panels, Plots, Slider, COCO, RC

Revisiting ResNets: Improved Training and Scaling Strategies

May 04

Intermediate, Computer Vision, PyTorch, fastai, Research, ResNet, Github

Explained: Characterizing Signal Propagation to Close the Performance Gap in Unnormalized ResNets

May 04

Intermediate, Computer Vision, Classification, PyTorch, Research, ResNet, Github

II. Shopee Competition: Model Training with Pytorch x RAPIDS

Andrada Olteanu

May 03

Intermediate, Computer Vision, Object Detection, PyTorch, Tutorial, Github, Kaggle

I. Shopee Competition: EDA and Preprocessing

Andrada Olteanu

May 03

Beginner, Computer Vision, Object Detection, PyTorch, Tutorial, Github, Kaggle

An Introduction to HuggingFace's Accelerate Library

Apr 27

Beginner, Domain Agnostic, HuggingFace, PyTorch, Tutorial, Github

On the Relationship Between Self-Attention and Convolutional Layers

Nishant Prabhu, Mukund Varma T

Apr 14

Intermediate, Computer Vision, Classification, PyTorch, Research, Github, Panels, Plots, CIFAR10, RC

An Introduction To The PyTorch View Function

Apr 07

Beginner, Domain Agnostic, PyTorch, Tutorial

Training Devanagari Language Models on TPU using Hugging Face and PyTorch

Darshan Deshpande

Mar 26

Intermediate, NLP, Language Understanding, HuggingFace, PyTorch, Experiment, Research, DistilBERT, Plots

Rigging the Lottery: Making All Tickets Winners

Rajat Vadiraj Dwaraknath, Varun Sundar

Mar 24

Intermediate, Computer Vision, NLP, Classification, Language Understanding, PyTorch, Research, ResNet, Github, CIFAR-100, CIFAR10, RC

Examples of Early Stopping in HuggingFace Transformers

Feb 19

Intermediate, NLP, HuggingFace, Keras, PyTorch, Plots, Early Stopping

A Deep Dive Into the Transformer Architecture

Carlo Lepelaars

Jan 06

Advanced, NLP, Classification, PyTorch, Experiment

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