spaCy Articles & Tutorials by Weights & Biases

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Tutorial: Intro to Machine Learning

Sep 14

Articles, Tutorial, Beginner, Domain Agnostic

Using LSTM in PyTorch: A Tutorial With Examples

Saurav Maheshkar

Sep 10

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

Named Entity Recognition with W&B and spaCy

Stacey Svetlichnaya

Sep 09

Intermediate, NLP, NER, OCR, spaCy, Experiment, Tutorial, W&B Meta, Plots, Tables, DeepForm, Exemplary

Dynamic Convolutions: Exploiting Spatial Sparsity for Faster Inference (CVPR 2020)

Sachin Malhotra

Sep 09

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

Hyperparameter Search With spaCy and Weights & Biases

Sep 08

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

Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification

Sep 03

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

Tensorboard With Accelerators: A Guide

Saurav Maheshkar

Sep 02

Beginner, Domain Agnostic, Keras, Tutorial, Plots

Rethinking Depthwise Separable Convolutions: How Intra-Kernel Correlations Lead to Improved MobileNets (CVPR 2020)

Sep 02

Intermediate, Computer Vision, Classification, Research, Plots, CIFAR-100, RC

Visualizing Prodigy Datasets Using W&B Tables

Sep 01

Intermediate, Computer Vision, NLP, NER, spaCy, Tutorial, Tables

How to Compare Tables in Workspaces

Stacey Svetlichnaya

Aug 31

Beginner, Domain Agnostic, W&B Meta, Tables, MNIST, Exemplary

Collaborative Deep Learning for Reading Japanese

Lukas Biewald, Stacey Svetlichnaya

Aug 31

Translation

How Capella Space Produces World Class Satellite Data with the Help of Weights & Biases

Weights & Biases Case Studies

Aug 25

Beginner, Computer Vision, Object Detection, Case Study

Using the PyTorch Profiler with W&B

Aug 24

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

Bad Global Minima Exist and SGD Can Reach Them

Gustavo Sutter P. Carvalho, João Araújo, João Pedro Rodrigues Mattos, João Marcos Cardoso da Silva, Bruno Gomes Coelho

Aug 23

Intermediate, Computer Vision, Classification, JAX, Research, ResNet, Github, Plots, CIFAR10, RC

How to Fine-Tune BERT for Text Classification

Aug 20

Intermediate, NLP, Classification, Tutorial, BERT, Panels, Plots, Sweeps, Tables, Kaggle, Exemplary, Large Models, LLM, Fine-tuning

Text Classification With AWS SageMaker, HuggingFace, and W&B

Aug 19

Beginner, NLP, Language Understanding, HuggingFace, SageMaker, Experiment, Tutorial, Github, Artifacts, Panels, Plots, Sweeps, Tables, Financial

Omnimatte: How to Detect Objects and Their Effects

Aug 18

Intermediate, Computer Vision, GenAI, Image manipulation, Video, Experiment, Github, Panels, Plots, Tables, TMP, Exemplary

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

Aug 18

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

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

Aug 17

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

Meta Dropout: Learning to Perturb Latent Features for Better Generalization

Aug 12

Intermediate, Computer Vision, Classification, Research, Github, Panels, Plots, Sweeps, ImageNet, Omniglot, RC

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