Kaggle Articles & Tutorials by Weights & Biases

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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 Well Can a CNN Detect Architectural Style?

Mason Sanders

Jun 02

Beginner, Computer Vision, Object Detection, Experiment, CNN, Panels, Plots, Kaggle

Kaggle's MMLM 2021-NCAAW-Spread

Ruchi Bhatia

May 10

Beginner, Tabular, scikit-learn, Tutorial, Github, Panels, Plots, Kaggle

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

How One-Hot Encoding Improves Machine Learning Performance

Ayush Thakur

Apr 02

Beginner, Domain Agnostic, Tutorial, Plots, Kaggle, one-hot encoding

Indoor Navigation: Complete Data Understanding

Andrada Olteanu

Mar 17

Beginner, Computer Vision, Tutorial, Github, Panels, Plots, Slider, Kaggle

Predicting Diabetes Mellitus

Andrada Olteanu

Mar 15

Intermediate, Tabular, Tutorial, Panels, Plots, Kaggle, Health Care

Getting Started with Numerai Signals: Sentiment Analysis

Carlo Lepelaars

Mar 01

Beginner, NLP, Language Understanding, Sentiment Analysis, Tutorial, FinBERT, Kaggle

Sequence to Sequence Learning with Neural Networks

Aritra Roy Gosthipaty

Feb 03

Intermediate, NLP, Translation, Keras, Research, Panels, Plots, Kaggle

Kaggle License Plate Detection With Weights & Biases

Aritra Roy Gosthipaty

Nov 12

Intermediate, Computer Vision, Object Detection, Keras, Experiment, CNN, Github, Panels, Plots, Kaggle

Survival of the Fittest CNN Model

Aritra Roy Gosthipaty, Puja Roychowdhury

Nov 05

Intermediate, Domain Agnostic, Experiment, CNN, Plots, Sweeps, CIFAR10, Kaggle

Pretraining a 124-M Parameter GPT-2 Language Model

Bilal

Oct 22

Intermediate, NLP, HuggingFace, Keras, Experiment, BERT, Plots, Kaggle, Large Models, GPT

The Evolution Of Mobile CNN Architectures

Carlo Lepelaars

Sep 29

Beginner, Domain Agnostic, Case Study, EfficientNet, Plots, Kaggle

Melanoma Detection Using Weights & Biases

Anshul Sharma

Sep 29

Intermediate, Computer Vision, Object Detection, Experiment, DenseNet, Panels, Plots, Kaggle, Health Care

Tips for Kagglers From A Solo Silver Medal Winner

Aman Dalmia

Aug 31

Intermediate, Computer Vision, Classification, PyTorch, Tutorial, Panels, Plots, Sweeps, Kaggle, Health Care

Kaggle Starter Kernel: Jigsaw Multilingual Toxic Comment Classification

Sayak Paul

Apr 07

Intermediate, NLP, Classification, scikit-learn, Tutorial, CNN, DistilBERT, Panels, Plots, Kaggle

Track Model Performance with Weights & Biases

Lavanya Shukla

Feb 17

Beginner, Domain Agnostic, scikit-learn, Tutorial, W&B Meta, Plots, Sweeps, Kaggle

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