Tutorial Articles & Tutorials by Weights & Biases

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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

How to Implement the Softmax Function in Python

Krisha Samir Mehta

Jun 10

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

An Introduction to Attention

Aritra Roy Gosthipaty, Devjyoti Chakraborty

May 11

Beginner, NLP, Tutorial, Panels, Plots

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

An Introduction to HuggingFace's Accelerate Library

Aman Arora

Apr 27

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

What does it take to write a NeurIPS paper?

Krisha Mehta

Apr 20

Beginner, Domain Agnostic, Guide, Tutorial

Visualizing NLP Attention Based Models Using Custom Charts

Kyle Goyette

Apr 19

Beginner, NLP, Tutorial, W&B Meta

How to Correctly Install TensorFlow Object Detection API

Ayush Thakur

Apr 18

Beginner, Computer Vision, Object Detection, Keras, Tutorial

ReLU vs. Sigmoid Function in Deep Neural Networks

Ayush Thakur

Apr 13

Beginner, Domain Agnostic, Tutorial, Plots

How to Handle Images of Different Sizes in a Convolutional Neural Network

Ayush Thakur

Apr 08

Beginner, Computer Vision, Tutorial, CNN

An Introduction To The PyTorch View Function

Ayush Thakur

Apr 07

Beginner, Domain Agnostic, PyTorch, Tutorial

How One-Hot Encoding Improves Machine Learning Performance

Ayush Thakur

Apr 02

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

Visualize Failure - Debugging with Model Activations

Morgan

Mar 29

Intermediate, NLP, fastai, Tutorial, GPT, Panels, Plots, TinyShakespeare

What's the Optimal Batch Size to Train a Neural Network?

Ayush Thakur

Mar 23

Beginner, Domain Agnostic, Tutorial, Panels, Plots, Sweeps

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

Automate Hyperparameter Tuning Using Keras-Tuner and W&B

Aritra Roy Gosthipaty

Feb 01

Beginner, Domain Agnostic, Keras, Tutorial, Parameter Importance, Plots, Sweeps

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