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aerosolve

A machine learning package built for humans.

alignment-handbook

Robust recipes to align language models with human and AI preferences

azure-tdsp-projecttemplate

Data science project template repository with standardized directory structure and document templates to support efficient project execution and collaboration.

cnn-benchmarks

Benchmarks for popular CNN models

courses

fast.ai Courses

cvpr-2019-paper-statistics

Statistics and Visualization of acceptance rate, main keyword of CVPR 2019 accepted papers for the main Computer Vision conference (CVPR)

endocv2020-seg

First and second place solutions for endoscopy disease and artefact segmentation tasks in EndoCV workshop (ISBI 2020)

face.evolve.pytorch

🔥🔥High-Performance Face Recognition Library on PyTorch🔥🔥

kaggle_furniture

kaggle_ieee_camera_model_identification

kaggle_practice

kaggle_toxic_comments

keras-applications

Reference implementations of popular deep learning models.

keras-retinanet

Keras implementation of RetinaNet object detection.

machine_learning_examples

A collection of machine learning examples and tutorials.

maskrcnn-benchmark

Fast, modular reference implementation of Instance Segmentation and Object Detection algorithms in PyTorch.

midl2020-cnnlstm-ich

CNN-LSTM for intracranial hemorrhage detection

parallel_ml_tutorial

Tutorial on scikit-learn and IPython for parallel machine learning

predictions_balancing

A script for balancing predictions which helps in achieving high results on Kaggle

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

rsna-breast

5th place solution for RSNA Screening Mammography Breast Cancer Detection Challenge

serve

Serve, optimize and scale PyTorch models in production

ternausnet

UNet model with VGG11 encoder pre-trained on Kaggle Carvana dataset

video_recognition