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Automate Hyperparameter Tuning Using Keras-Tuner and W&B
Aritra Roy GosthipatyFeb 01Beginner, Domain Agnostic, Keras, Tutorial, Parameter Importance, Plots, Sweeps
SimpleTransformers: Transformers Made Easy
Ayush ThakurJan 06Intermediate, NLP, Classification, HuggingFace, Experiment, Tutorial, DistilBERT, Panels, Plots
Getting Started With Weights & Biases SafeLife
Stacey SvetlichnayaDec 18Intermediate, Reinforcement Learning, Gaming, Benchmark, Tutorial, Github, Panels, Plots
How to Extend a Preset: Histogram Bins in Weights & Biases
Stacey SvetlichnayaNov 30Beginner, Domain Agnostic, Tutorial, W&B Meta, Custom Charts, Panels, Plots, iNaturalist
Transfer Learning Using PyTorch Lightning
Ayush ThakurNov 18Intermediate, Computer Vision, Domain Agnostic, Classification, Transfer Learning, PyTorch Lightning, Tutorial, ResNet, Panels, Plots, Slider, ImageNet
IceVision Meets Weights & Biases For Object Detection
AI Fast TrackOct 28Intermediate, Computer Vision, Object Detection, PyTorch Lightning, fastai, Experiment, Tutorial, EfficientNet, Panels, Plots
Image Segmentation Using Keras and Weights & Biases
Ayush ThakurOct 06Intermediate, Computer Vision, Semantic Segmentation, Keras, Experiment, Tutorial, U-Net, Panels, Plots, Sweeps
Distilling Knowledge in Neural Networks With Weights & Biases
Sayak PaulSep 18Intermediate, Computer Vision, Classification, Keras, Tutorial, Panels, Plots, MNIST
Tips for Kagglers From A Solo Silver Medal Winner
Aman DalmiaAug 31Intermediate, Computer Vision, Classification, PyTorch, Tutorial, Panels, Plots, Sweeps, Kaggle, Health Care
Part 2 – Comparing Message-Passing-Based GNN Architectures
Yash KotadiaAug 28Intermediate, Domain Agnostic, Classification, PyTorch, Experiment, Tutorial, GNN, Sweeps
An Introduction to Adversarial Examples in Deep Learning
Sayak PaulAug 23Intermediate, Computer Vision, Domain Agnostic, PyTorch, Tutorial, GAN, Github, Panels, Plots
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