Github Articles & Tutorials by Weights & Biases

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An Introduction to HuggingFace's Accelerate Library

Aman Arora

Apr 27

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

Interventional Few-Shot Learning

Lukasz Bala

Apr 22

Intermediate, Domain Agnostic, Research, Github, Panels, Plots, ImageNet, RC

Temporal Spike Sequence Learning via Backpropagation for Deep Spiking Neural Networks

Laura R Edmondson, Anil Ozdemir

Apr 21

Intermediate, Computer Vision, OCR, Object Detection, Research, SNN, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR10, MNIST, RC

On the Relationship Between Self-Attention and Convolutional Layers

Nishant Prabhu, Mukund Varma T

Apr 14

Intermediate, Computer Vision, Classification, PyTorch, Research, Github, Panels, Plots, CIFAR10, RC

ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks

Diganta Misra

Apr 12

Intermediate, Computer Vision, Object Detection, Research, CNN, Github, Panels, RC

Reproducible Models with Weights & Biases

Diganta Misra

Apr 01

Intermediate, Domain Agnostic, W&B Meta, ResNet, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR10, RC

Creating 3D Meshes with Neural ODEs

Adrish Dey

Mar 31

Advanced, Computer Vision, GenAI, Experiment, Research, ODE, Github, Panels

Rigging the Lottery: Making All Tickets Winners

Rajat Vadiraj Dwaraknath, Varun Sundar

Mar 24

Intermediate, Computer Vision, NLP, Classification, Language Understanding, PyTorch, Research, ResNet, Github, CIFAR-100, CIFAR10, RC

Reformer: The Efficient Transformer

Morgan, Hallvar Gisnås, Arto, tyoc213, Priyank, Sheik Mohamed Imran, Dean P

Mar 24

Intermediate, NLP, fastai, Research, Github, Panels, Plots, TinyShakespeare, RC

Exploring Adaptive Gradient Clipping and NFNets

Ayush Thakur

Mar 18

Intermediate, Computer Vision, Object Detection, Research, NFNet, ResNet, Github, Panels, Parameter Importance, Plots, Sweeps, CIFAR10, Normalization

Indoor Navigation: Complete Data Understanding

Andrada Olteanu

Mar 17

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

Understanding what works (and why) in Deep Metric Learning

Karsten Roth

Mar 15

Intermediate, Computer Vision, Object Detection, Research, Github, Panels

Taming Transformers for High-Resolution Image Synthesis

Ayush Thakur

Feb 18

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

Enriching Word Vectors with Sub-word Information

Devjyoti Chakraborty, Aritra Roy Gosthipaty

Feb 17

Beginner, NLP, Language Understanding, Keras, Research, Github, Panels, Plots

Information Extraction From Documents Using Machine Learning

Tulasi Ram Laghumavarapu

Jan 29

Intermediate, Computer Vision, Research, Github

X-Fields: Implicit Neural View-, Light- and Time-Image Interpolation

Ayush Thakur

Jan 28

Intermediate, Computer Vision, GenAI, Experiment, Research, Github, Panels, Plots, TMP

Paper Summary: One Shot 3D Photography

Ayush Thakur

Dec 22

Intermediate, Computer Vision, GenAI, Experiment, Research, Github, Panels, TMP

Getting Started With Weights & Biases SafeLife

Stacey Svetlichnaya

Dec 18

Intermediate, Reinforcement Learning, Gaming, Benchmark, Tutorial, Github, Panels, Plots

An Introduction to the Global Vectors (GloVe) Algorithm

Devjyoti Chakraborty, Aritra Roy Gosthipaty

Dec 15

Intermediate, NLP, Language Understanding, Keras, Research, Glove, Github, Panels, Plots

An Intro to Retiming Instances in a Video

Ayush Thakur

Dec 14

Intermediate, Video, GenAI, Research, Github, TMP

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