Sweeps Articles & Tutorials by Weights & Biases

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Building a system of record for ML

Abraham Leal

Sep 10

Articles, W&B Features, W&B Meta, Sweeps, Experiment, Tutorial, Model Registry

Brain tumor segmentation using MONAI and W&B Models

Soumik Rakshit

Jan 23

Articles, Health Care, Intermediate, Sweeps, Semantic Segmentation, Computer Vision, Experiment

Federated Learning with Weights & Biases

Ryan McConville

Jan 22

Articles, Intermediate, Distributed Training, Sweeps, Experiment

Tackling Water Pollution using YOLO-NAS and W&B

Suvaditya Mukherjee

Jan 08

Articles, Experiment, Intermediate, Computer Vision, YOLO, Panels, Sweeps, Object Detection

Citation Networks With PyTorch Geometric and Weights & Biases

Andrea

Oct 12

Articles, Sweeps, Tables

Random Forest Regression: A Comprehensive Guide with House Price Data

Aman Arora

Oct 12

Articles, Sweeps, Tables

Captioning Pokémon Cards with Image-to-Text Models

Pavan Kantharaju

Jul 20

Articles, GenAI, NLP, LLM, Computer Vision, Community Posts, Sweeps, Panels

VisualCortex Takes Video Analytics to Enterprise with W&B

Weights & Biases Case Studies

Jul 18

Articles, Case Study, Computer Vision, Sweeps

XLA Compatibility of Vision Models in Keras

Soumik Rakshit, Sayak Paul

Jul 13

Articles, Computer Vision, Keras, Experiment, Panels, Sweeps, Plots, Intermediate

How to Evaluate, Compare, and Optimize LLM Systems

Ayush Thakur

Jul 10

Articles, LLM, NLP, Question Answering, Tutorial, Intermediate, GPT, Panels, Sweeps

Sentiment Analysis on Goodreads Reviews: Part 3

David Meltzer

Apr 24

Articles, Community Posts, Sentiment Analysis, NLP, HuggingFace, Experiment, Course, Intermediate, Panels, Sweeps

How to Track and Compare Audio Transcriptions With Whisper and Weights & Biases

Hans Ramsl

Feb 17

Articles, Audio, Intermediate, Panels, Plots, Sweeps, Experiment, Exemplary

How to Train a Model for Chest X-Ray COVID Diagnosis

Max Polak (prive)

Feb 07

Articles, Health Care, Course, Sweeps, Kaggle, Plots, Panels, Community Posts

Intro to MLOps: Hyperparameter Tuning

Leonie

Jan 20

Articles, Beginner, Domain Agnostic, Sweeps, Tutorial

Point Cloud Classification Using PyTorch Geometric

Soumik Rakshit

Jan 05

Articles, PyTorch Geometric, Computer Vision, Experiment, Tutorial, Advanced, Sweeps, Plots, Tables

Hyperparameter Tuning with W&B Sweeps

Dave Davies

Dec 28

Articles, MLOps, Sweeps, Intermediate, Course

RLHF: Hyperparameter Optimization for trlX

Ayush Thakur

Nov 30

Articles, Advanced, Sweeps, Plots, Reinforcement Learning

Attribute-Value Extraction With GPT-3 and Weights & Biases

Bharat Ramanathan

Oct 21

Articles, NLP, Experiment, Intermediate, Sweeps, Plots, Panels, Tables, GPT, OpenAI

Automating Change Log Tweets with Few-Shot Learning and GPT-3

Bharat Ramanathan

Oct 06

Articles, NLP, GenAI, GPT, Sweeps, Panels, Tables, Tutorial, Intermediate, OpenAI

Object Detection for Autonomous Vehicles (A Step-by-Step Guide)

Soumik Rakshit

Sep 21

Articles, Berkeley Deep Drive, Advanced, Autonomous Vehicles, Experiment, Tutorial, Sweeps, Plots, Panels, Slider

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