Machine Learning Articles, Tutorials & Reports by Weights & Biases

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iTAML: An Incremental Task-Agnostic Meta-learning Approach

Oct 15

Intermediate, Computer Vision, Classification, Research, iTAML, Github, Panels, Plots, Sweeps, CIFAR-100, CIFAR10, MNIST, RC

Weights and Biases Raises $135m to Continue Building Our Developer-First MLOps Platform

Oct 13

Beginner, W&B Meta

Meta-Consolidation for Continual Learning (MERLIN)

Shambhavi Mishra

Oct 08

Intermediate, Computer Vision, Classification, Research, Plots, CIFAR10, ImageNet, MNIST

Model explorations and hyperparameter search with W&B and Kubernetes

Oct 06

Model

Pivotal Tuning for Latent-Based Editing of Real Images

Oct 06

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

The Reality Behind Optimization of Imaginary Variables - II

Darshan Deshpande

Oct 05

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

Intro to Pyenv for Machine Learning

Oct 01

Task

Visualize XGBoost in One Line

Sep 30

Articles, Beginner, W&B Meta, Has Colab

Deep Learning with Keras: Finding Felines Before Cats

Stacey Svetlichnaya

Sep 30

Keras

An interview with TRI

Sep 30

Computer Vision

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

What Is Cross Entropy Loss? A Tutorial With Code

Saurav Maheshkar

Sep 29

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

YOLOv5 Object Detection on Windows (Step-By-Step Tutorial)

Sep 28

Beginner, Computer Vision, Object Detection, PyTorch, Tutorial, Plots, Chum here, Exemplary, YOLO

JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm

Sep 24

Intermediate, Computer Vision, Image manipulation, Research, RC

Backpropagated Gradient Representations for Anomaly Detection

Shambhavi Mishra

Sep 23

Intermediate, Computer Vision, Classification, Research, GradCon, Github, Plots, CIFAR10, MNIST, RC

Uncertainty-Guided Continual Learning With Bayesian Neural Networks

Sep 22

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

Decision Trees: A Guide with Examples

Saurav Maheshkar

Sep 16

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

Hyperparameter Optimization for HuggingFace Transformers

Ayush Chaurasia

Sep 15

Intermediate, NLP, HuggingFace, Ray Tune, Research, Tutorial, BERT, Sweeps, RTE, Large Models, LLM

Dynamic Group Convolution for Accelerating Convolutional Neural Networks (ECCV 2020)

Sachin Malhotra

Sep 14

Intermediate, Computer Vision, Classification, Research, CNN, ResNet, Github, Plots, CIFAR-100, CIFAR10, ImageNet, RC

Tutorial: What is Machine Learning?

Sep 14

Articles, Domain Agnostic, Beginner, Tutorial

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