Task Articles & Tutorials by Weights & Biases

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Transfer Learning: Serial versus One-time Training

Maria Rodriguez

Jan 21

Intermediate, Computer Vision, Object Detection, Transfer Learning, PyTorch, fastai, Experiment, Github, Plots, COCO

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

Colorizing Pictures with Deoldify

Jan 03

Image manipulation

An Introduction to VAE-GANs

Shambhavi Mishra

Dec 08

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

Generating Domain Names with GPT-2

Nov 02

Text Generation

A Super Easy Guide to the Super Massive Numerai Dataset

Oct 26

Beginner, NLP, Sentiment Analysis, Tutorial, Plots, Financial

SDEdit: Image Synthesis and Editing with Stochastic Differential Equations

Oct 25

Intermediate, Computer Vision, Image manipulation, Experiment, Panels

A Brief Introduction to Continual Learning

Shambhavi Mishra

Oct 18

Beginner, Domain Agnostic, Continual Learning, Guide, Github, Plots

Pivotal Tuning for Latent-Based Editing of Real Images

Oct 06

Intermediate, Computer Vision, GenAI, Experiment, Tutorial, Github, Panels, Plots

Intro to Pyenv for Machine Learning

Oct 01

Task

Financial Sentiment Analysis on Stock Market Headlines With FinBERT & HuggingFace

Sep 30

Intermediate, NLP, Sentiment Analysis, HuggingFace, Experiment, Tutorial, FinBERT, Tables, FiQA, Financial, Exemplary, Large Models, LLM

JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm

Sep 24

Intermediate, Computer Vision, Image manipulation, Research, RC

Uncertainty-Guided Continual Learning With Bayesian Neural Networks

Sep 22

Intermediate, Computer Vision, OCR, Research, Plots, MNIST, RC

Tutorial: Sentiment Analysis

Sep 14

Articles, Tutorial, Sentiment Analysis, NLP, Intermediate

Tutorial: Text Generation with LSTMs and GRUs

Sep 14

Articles, Tutorial, NLP, GenAI, Text Generation, LSTM, Intermediate

Tutorial: Transfer Learning

Sep 14

Articles, Transfer Learning, Domain Agnostic, Tutorial

Tutorial: Speech Recognition

Sep 14

Articles, Speech Recognition, Tutorial, Intermediate

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

Visualizing Prodigy Datasets Using W&B Tables

Sep 01

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

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