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Bad Global Minima Exist and SGD Can Reach Them
Gustavo Sutter P. Carvalho, João Araújo, João Pedro Rodrigues Mattos, João Marcos Cardoso da Silva, Bruno Gomes CoelhoAug 23Intermediate, Computer Vision, Classification, JAX, Research, ResNet, Github, Plots, CIFAR10, RC
Text Classification With AWS SageMaker, HuggingFace, and W&B
MorganAug 19Beginner, NLP, Language Understanding, HuggingFace, SageMaker, Experiment, Tutorial, Github, Artifacts, Panels, Plots, Sweeps, Tables, Financial
How To Fine-Tune Hugging Face Transformers on a Custom Dataset
Ayush ThakurAug 17Beginner, NLP, Language Generation, Language Understanding, HuggingFace, Experiment, Tutorial, DistilBERT, Plots, Chum here, Fine-tuning
Reproducible spaCy NLP Experiments with Weights & Biases
Scott CondronAug 11Intermediate, NLP, NER, HuggingFace, spaCy, Experiment, Tutorial, W&B Meta, Artifacts, Panels, Plots, Sweeps, Tables
DALL-E Mini Explained
Boris Dayma, Suraj Patil, Pedro Cuenca, Khalid Saifullah, Tanishq Abraham, Phúc Lê, Luke, Ritobrata GhoshAug 03Intermediate, Computer Vision, GenAI, OpenAI, Experiment, DALL-E, Panels, Plots, Sweeps, Tables, ImageNet, Large Models
Using AWS Sagemaker and Weights & Biases Together on Digit Recognition with MNIST
Costa HuangJul 27Beginner, Computer Vision, OCR, PyTorch, SageMaker, Tutorial, Github, Panels, Parameter Importance, Plots, Sweeps, Tables, MNIST
Tables Tutorial: Recreating Whale Melodies on Orchestral Instruments
Stacey SvetlichnayaJul 22Intermediate, Audio, Music Generation, Keras, Experiment, Tables, Chum here
SBX Robotics: Synthetic Training Data & Scene Composition with Tables
Artem @ SBX RoboticsJul 20Intermediate, Computer Vision, Object Detection, PyTorch, Experiment, R-CNN, Tables, Chum here
Tables Tutorial: Visualize Text Data & Predictions
Stacey SvetlichnayaJul 20Intermediate, NLP, Text Generation, PyTorch, Experiment, W&B Meta, RNN, Tables, TinyShakespeare, Chum here
Tables Tutorial: Visualize Data for Image Classification
Stacey SvetlichnayaJul 18Intermediate, Computer Vision, Classification, Keras, Experiment, W&B Meta, Tables, iNaturalist, Chum here
Is ImageNet21k a Better Dataset for Transfer Learning in Steganalysis?
Yassine YousfiJul 01Intermediate, Computer Vision, Image manipulation, TIMM, Experiment, EfficientNet, Panels, Plots, ImageNet
Gym-μRTS: Toward Affordable Deep Reinforcement Learning Research in Real-Time Strategy Games
Costa Huang, Chris BamfordJun 14Advanced, Reinforcement Learning, Gaming, OpenAI, Experiment, Research, Github, Panels, Plots, Slider
Fine-Grained Image Classification (FGIC) with B-CNNs
Rajesh Shreedhar Bhat, Souradip ChakrabortyJun 10Intermediate, Computer Vision, Classification, PyTorch, Experiment, B-CNN, Panels, Plots, Slider, Kaggle
How to Implement the Softmax Function in Python
Krisha Samir MehtaJun 10Beginner, Domain Agnostic, Classification, PyTorch, Tutorial, Panels, Plots, Softmax
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