Domain Agnostic Articles & Tutorials by Weights & Biases

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The Softmax Activation Function Explained

Saurav Maheshkar

Jan 25

Beginner, Domain Agnostic, Classification, Tutorial, Softmax, Chum here

Collaboration in ML made easy with W&B Teams

Jan 13

Beginner, Domain Agnostic, W&B Meta, DALL-E, Plots, Tables, Exemplary

WYNTK: Classifier Calibration

Apr 19

ML News, Articles, Domain Agnostic

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How Weights & Biases Can Help with Audits & Regulatory Guidelines

Nov 18

Intermediate, Domain Agnostic, W&B Meta, ResNet, Artifacts, Panels

Introduction to Cross Validation Techniques

Saurav Maheshkar

Nov 18

Beginner, Domain Agnostic, Tutorial, Panels, Plots, Chum here, Exemplary

Difference Between ‘SAME’ and ‘VALID’ Padding in TensorFlow

Krisha Samir Mehta

Nov 10

Intermediate, Domain Agnostic, Keras, Tutorial

Input Keras Layer Explanation With Code Samples

Nov 10

Intermediate, Domain Agnostic, Keras, Tutorial

LSTM RNN in Keras: Examples of One-to-Many, Many-to-One & Many-to-Many

Nov 10

Intermediate, Domain Agnostic, Keras, Tutorial, RNN, Plots, LSTM

An Introduction to Linear Regression For Machine Learning (With Examples)

Saurav Maheshkar

Oct 27

Beginner, Domain Agnostic, scikit-learn, Tutorial, Panels, Plots, Ames Housing, Kaggle

A Brief Introduction to Continual Learning

Shambhavi Mishra

Oct 18

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

The Reality Behind Optimization of Imaginary Variables - II

Darshan Deshpande

Oct 05

Advanced, Domain Agnostic, Keras, Experiment, Guide, Panels, Plots, Slider, MNIST

What Is Cross Entropy Loss? A Tutorial With Code

Saurav Maheshkar

Sep 29

Beginner, Domain Agnostic, Keras, PyTorch, Tutorial, Plots, Cross Entropy Loss, Exemplary

Decision Trees: A Guide with Examples

Saurav Maheshkar

Sep 16

Beginner, Domain Agnostic, scikit-learn, Experiment, Tutorial, Plots, Iris, Exemplary

Tutorial: What is Machine Learning?

Sep 14

Articles, Domain Agnostic, Beginner, Tutorial

Tutorial: Build a Neural Network

Sep 14

Articles, Tutorial, Beginner, Domain Agnostic

Tutorial: Multilayer Perceptrons

Sep 14

Articles, Domain Agnostic, Tutorial, Intermediate

Tutorial: Convolutional Neural Networks

Sep 14

Articles, CNN, Intermediate, Tutorial, Domain Agnostic

Tutorials: Autoencoders

Sep 14

Articles, Tutorial, Intermediate, Domain Agnostic

Tutorial: Recurrent Neural Networks

Sep 14

Articles, Tutorial, RNN, Domain Agnostic, Intermediate

Tutorial: Sequence to Sequence (Seq2Seq) Models

Sep 14

Articles, Tutorial, Domain Agnostic

Tutorial: Transfer Learning

Sep 14

Articles, Transfer Learning, Domain Agnostic, Tutorial

Tutorial: One-Shot Learning

Sep 14

Articles, Tutorial, Intermediate, Domain Agnostic

Tutorial: Data Augmentation

Sep 14

Articles, Intermediate, Domain Agnostic

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