yan zhou's starred repositories
DataLoaders_DALI
PyTorch DataLoaders implemented with DALI for accelerating image preprocessing
awesome-reinforcement-learning
A curated list of deep RL resources
awesome-active-learning
A list of active learning methods for deep learning.
code-samples
Source code examples from the Parallel Forall Blog
code-debug
Native debugging for VSCode
python-c-extension
This is the practice of Python C extensions.
PythonExtensionPatterns
Examples of safe coding practice for Python C extensions.
Text-Image-Augmentation
Geometric Augmentation for Text Image
pytorch_tabular
A standard framework for modelling Deep Learning Models for tabular data
Learning_CS224w
My approach to CS224w [AT] Stanford 2019 : )
attention-module
Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"
Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
conv_arithmetic
A technical report on convolution arithmetic in the context of deep learning
pytorch-msssim
PyTorch differentiable Multi-Scale Structural Similarity (MS-SSIM) loss
DecoupleLearning
Implementation codes of the decouple learning framework
surface-defect-detection
缺陷检测文献记录
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.