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How to Build a Robust Medical Model Using Weights & Biases
Aman AroraFeb 17Intermediate, Computer Vision, Classification, PyTorch, Experiment, W&B Meta, Github, Artifacts, Panels, Plots, Sweeps, Tables, Kaggle, Health Care, Exemplary
PoE-GAN: Generating Images from Multi-Modal Inputs
Soumik RakshitFeb 09Computer Vision, GenAI, Keras, Experiment, PoE-GAN, Panels, Plots, Tables, TMP, Exemplary
Using OpenAI's GPT-3 to Generate 'Doctor Who' Episode Synopses
Ivan GoncharovFeb 08NLP, Text Generation, OpenAI, Experiment, Panels, Plots, Tables, Exemplary, Large Models, LLM, GPT
Interpret any PyTorch Model Using W&B Embedding Projector
Aman AroraJan 19Intermediate, Computer Vision, Classification, PyTorch, Experiment, W&B Meta, Embedding Projector, Plots, Tables, Exemplary
Collect and Label Images to Train a YOLOv5 Object Detection Model in PyTorch
Dave DaviesDec 16Beginner, Computer Vision, Object Detection, PyTorch, Experiment, Tutorial, Artifacts, Tables, Exemplary, YOLO
Normalization Series: What is Batch Normalization?
Saurav MaheshkarDec 03Intermediate, Domain Agnostic, PyTorch, Tutorial, Conv2D, Plots, Tables, MNIST, Normalization, Chum here, Exemplary
Deep Learning on the M1 Pro with Apple Silicon
Thomas CapelleDec 02Intermediate, Hardware, Keras, Experiment, MobileNet v2, ResNet, Plots, Exemplary
Financial Sentiment Analysis on Stock Market Headlines With FinBERT & HuggingFace
Ivan GoncharovSep 30Intermediate, NLP, Sentiment Analysis, HuggingFace, Experiment, Tutorial, FinBERT, Tables, FiQA, Financial, Exemplary, Large Models, LLM
What Is Cross Entropy Loss? A Tutorial With Code
Saurav MaheshkarSep 29Beginner, Domain Agnostic, Keras, PyTorch, Tutorial, Plots, Cross Entropy Loss, Exemplary
YOLOv5 Object Detection on Windows (Step-By-Step Tutorial)
Dave DaviesSep 28Beginner, Computer Vision, Object Detection, PyTorch, Tutorial, Plots, Chum here, Exemplary, YOLO
Decision Trees: A Guide with Examples
Saurav MaheshkarSep 16Beginner, Domain Agnostic, scikit-learn, Experiment, Tutorial, Plots, Iris, Exemplary
Named Entity Recognition with W&B and spaCy
Stacey SvetlichnayaSep 09Intermediate, NLP, NER, OCR, spaCy, Experiment, Tutorial, W&B Meta, Plots, Tables, DeepForm, Exemplary
Hyperparameter Search With spaCy and Weights & Biases
Scott CondronSep 08Intermediate, NLP, spaCy, Tutorial, W&B Meta, Parameter Importance, Sweeps, Chum here, Exemplary
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