Repository Index

Translated"Lee Hung-yi's Deep Learning Tutorial" (recommended by Professor Hung-yi Lee 👍, the Apple Book 🍎), PDF download address: https://github.com/datawhalechina/leedl-tutorial/releases

• machine-learning
• deep-learning
• leedl-tutorial
• cnn

TranslatedTransfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-Transfer learning

• transferlearning
• domain-adaptation
• transfer-learning
• survey

Fast and Accurate ML in 3 Lines of Code

• automl
• machine-learning
• data-science
• deep-learning

A collection of AWESOME things about domain adaptation

• transfer-learning
• domain-adaptation
• adversarial-learning
• image-translation

TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.

• medical-imaging
• medical-ai
• deep-learning
• machine-learning

Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving

• self-driving-car
• tensorflow
• reinforcement-learning
• unreal-engine

Code for "Predicting Cellular Responses to Novel Drug Perturbations at a Single-Cell Resolution", NeurIPS 2022.

• disentanglement
• drug-discovery
• genomics
• perturbation

Address book for computer vision models.

• opencv
• open-source
• deep-neural-networks
• tensorflow

Classification and Gradient-based Localization of Chest Radiographs using PyTorch.

• fine-tuning
• vgg16
• resnet18
• densenet121