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Ray Tune: Distributed Hyperparameter Optimization at Scale
Ayush Chaurasia, Lavanya ShuklaSep 20Beginner, NLP, GenAI, Ray Tune, W&B Meta, DCGAN, Panels, Plots, Sweeps, MNIST, Image Generation
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
Hiding In Plain Sight: Deep Steganography
Ayush ChaurasiaJul 17Intermediate, Computer Vision, Experiment, Tutorial, Panels, Plots, Sweeps, ImageNet
Implementing and Tracking the Performance of a CNN in PyTorch
Ayush ThakurJul 07Intermediate, Computer Vision, Domain Agnostic, Object Detection, PyTorch, Tutorial, CNN, Plots, Sweeps, CIFAR10
DeepChem: Predicting Molecular Solubility With Weights & Biases
Stacey SvetlichnayaMay 29Advanced, Computer Vision, scikit-learn, Experiment, Github, Panels, Plots, Sweeps, Health Care
An Example of Transformer Reinforcement Learning
Leandro von WerraMay 13Intermediate, NLP, Reinforcement Learning, HuggingFace, Experiment, Panels, Plots, Slider, Sweeps
Does Model Size Matter? A Comparison of BERT and DistilBERT
Jack MorrisMay 12Intermediate, NLP, HuggingFace, Experiment, BERT, DistilBERT, Github, Panels, Plots, Sweeps, Large Models
Experimenting with EvoNorm Layers in TensorFlow 2
Sayak PaulApr 19Intermediate, Computer Vision, Classification, Keras, Research, EfficientNet, MobileNet v2, ResNet, Github, Plots, Sweeps, CIFAR10
Towards Deep Generative Modeling With Weight & Biases
Ayush ThakurApr 14Intermediate, Computer Vision, GenAI, OCR, Keras, Experiment, Tutorial, GAN, Github, Panels, Plots, Sweeps, MNIST
Drought Watch Benchmark Progress
Stacey SvetlichnayaApr 11Intermediate, Computer Vision, Object Detection, Keras, Benchmark, Github, Plots, Sweeps
Digging Into KITTI With Weights & Biases With PyTorch-Lightning Kitti
Boris DaymaMar 29Intermediate, Computer Vision, Object Detection, Semantic Segmentation, PyTorch Lightning, Experiment, Github, Plots, Sweeps, KITTI, Autonomous Vehicles
Visualizing and Debugging Neural Networks with PyTorch and Weights & Biases
Lavanya ShuklaMar 25Beginner, Domain Agnostic, Object Detection, PyTorch, Experiment, Panels, Plots, Sweeps, MNIST
Track Model Performance with Weights & Biases
Lavanya ShuklaFeb 17Beginner, Domain Agnostic, scikit-learn, Tutorial, W&B Meta, Plots, Sweeps, Kaggle
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