hyang428's repositories
3dmatch-toolbox
3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds.
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
cs228-notes
Course notes for CS228: Probabilistic Graphical Models.
cuda_voxelizer
Experimental CUDA voxelizer, to convert polygon meshes to annotated voxel grids.
DeepLearning-500-questions
深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系scutjy2015@163.com 版权所有，违权必究 Tan 2018.06
DensePose
A real-time approach for mapping all human pixels of 2D RGB images to a 3D surface-based model of the body
dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
fast-style-transfer
TensorFlow CNN for fast style transfer! ⚡🖥🎨🖼
Informer2020
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Machine-Learning-Session
PRML notes and online sessions
ml-visuals
🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.
numpy-ml
Machine learning, in numpy
octnet
OctNet: Learning Deep 3D Representations at High Resolutions
openface
Face recognition with deep neural networks.
pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
pomegranate
Fast, flexible and easy to use probabilistic modelling in Python.
PRML
PRML algorithms implemented in Python
pyBN
Bayesian Networks in Python
pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
siamese_tf_mnist
Implementing Siamese Network using Tensorflow with MNIST
tensorflow-102
learn code with tensorflow
tensorflow-exercises
TensorFlow Exercises - focusing on the comparison with NumPy.
tensorflow-fast-neuralstyle
Tensorflow implementation of "Perceptual Losses for Real-Time Style Transfer and Super-Resolution."
tflearn
Deep learning library featuring a higher-level API for TensorFlow.
time_series_augmentation
An example of time series augmentation methods with Keras
UnFlow
UnFlow: Unsupervised Learning of Optical Flow with a Bidirectional Census Loss
vat_tf
Virtual adversarial training with Tensorflow