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MedicalZoo PyTorch
A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation
medical-image-segmentation volumetric-segmentation medical-image-proccessing deep-learning
Time Series Classification Using Deep Learning
In this article, I will introduce you to a new package called timeseries for fastai2 that I lately developed.
time-series fastai tutorial article
Feature Stores for ML
List of production ML groups and their open-source feature store architectures.
feature-store production industry tutorial
CNN Explainer
CNN Explainer uses TensorFlow.js, an in-browser GPU-accelerated deep learning library to load the pretrained model for visualization.
convolutional-neural-networks tensorflow-js interactive interpretability
BLiTZ — A Bayesian Neural Network library for PyTorch
Bayesian Layers in Torch Zoo is a simple and extensible library to create Bayesian Neural Network layers on the top of PyTorch.
bayesian-deep-learning pytorch blitz bayesian-neural-networks
Visualizing Optimization Trajectory of Neural Nets
This is a project making animated plots for optimization paths inspired by the paper "Visualizing the Loss Landscape of Neural Nets".
multilayer-perceptrons deep-learning visualization tutorial
FastHugs: Sequence Classification with Transformers and Fastai
Fine-tune a text classification model with HuggingFace 🤗 transformers and fastai-v2.
transformers fastai huggingface sequence-classification
NumExpr: Fast numerical expression evaluator for NumPy
Fast numerical array expression evaluator for Python, NumPy, PyTables, pandas, bcolz and more.
numpy pandas numexpr tutorial
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