luomingnan's repositories
AnimeSketchColorization
readme的内容统统都没完成。（换题了）
awesome-Face_Recognition
papers about Face Detection; Face Alignment; Face Recognition && Face Identification && Face Verification && Face Representation; Face Reconstruction; Face Tracking; Face Super-Resolution && Face Deblurring; Face Generation && Face Synthesis; Face Transfer; Face Anti-Spoofing; Face Retrieval;
Awesome-MXNet
A curated list of MXNet examples, tutorials and blogs.
awsome-domain-adaptation
A collection of AWESOME things about domian adaptation
CapsNet-Keras
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
CapsNet-Tensorflow
A Tensorflow implementation of CapsNet(Capsules Net) in Hinton's paper Dynamic Routing Between Capsules
CloserLookFewShot
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
deeplearning_ai_books
deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）
DeepLearningImplementations
Implementation of recent Deep Learning papers
fucking-algorithm
手把手撕LeetCode题目，扒各种算法套路的裤子。English version supported! Crack LeetCode, not only how, but also why.
HybridBackend
A high-performance framework for training wide-and-deep recommender systems on heterogeneous cluster
imgaug
Image augmentation for machine learning experiments.
keras-fractalnet
FractalNet implementation in Keras: Ultra-Deep Neural Networks without Residuals
keras-oneshot
koch et al, Siamese Networks for one-shot learning, (mostly) reimplimented in keras
luonango.github.io
luonango's Blog
Matrix-Capsules-EM-Tensorflow
A Tensorflow implementation of CapsNet based on paper Matrix Capsules with EM Routing
mixture-of-experts
PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538
PERSIA
High performance distributed framework for training deep learning recommendation models based on PyTorch.
PlotNeuralNet
Latex code for making neural networks diagrams
pretrained-models.pytorch
Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.
recommenders-addons
Additional utils and helpers to extend TensorFlow when build recommendation systems, contributed and maintained by SIG Recommenders.
torch-rechub
A Lighting Pytorch Framework for Recommendation Models, Easy-to-use and Easy-to-extend.
UMEC
[ICLR 2021] "UMEC: Unified Model and Embedding Compression for Efficient Recommendation Systems" by Jiayi Shen, Haotao Wang*, Shupeng Gui*, Jianchao Tan, Zhangyang Wang, and Ji Liu
wide-residual-networks
3.8% and 18.3% on CIFAR-10 and CIFAR-100