zhyhy's repositories
outlier-exposure
Deep Anomaly Detection with Outlier Exposure (ICLR 2019)
Algorithms-and-data-structures
算法与数据结构等 - 知识荟萃 「长期更新中」【欢迎 watch，有兴趣点个 star，千万别 fork ！】
Awesome-Pruning
A curated list of neural network pruning resources.
awesome-zero-shot-learning
A curated list of papers, code and resources pertaining to zero shot learning
cac-openset
Code for Class Anchor Clustering loss for training a distance-based open set classifier
Class-balanced-loss-pytorch
Pytorch implementation of the paper "Class-Balanced Loss Based on Effective Number of Samples"
complexPyTorch
A high-level toolbox for using complex valued neural networks in PyTorch
Cpp_Primer_Answers
《C++ Primer》第五版中文版习题答案
curriculum_learning
Code implementing the experiments described in the paper "On The Power of Curriculum Learning in Training Deep Networks" by Hacohen & Weinshall (ICML 2019)
DAFL
A Pytorch implementation of "Data-Free Learning of Student Networks" (ICCV 2019).
dl-colab-notebooks
Try out deep learning models online on Google Colab
fsl-global
Few-Shot Learning with Global Class Representations
gluon-cv
Gluon CV Toolkit
google-research
Google AI Research
insightface
Face Analysis Project on MXNet
IT_book
本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）
KL-Loss
Bounding Box Regression with Uncertainty for Accurate Object Detection (CVPR'19)
knowledge-distillation-papers
knowledge distillation papers
Model-Compression-Deploy
model compression and deploy. compression: 1、quantization: quantization-aware-training, 16/8/4/2-bit(dorefa/Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference)、ternary/binary(twn/bnn/xnor-net); post-training-quantization, 8-bit(tensorrt); 2、 pruning: normal、regular and group convolutional channel pruning; 3、 group convolution structure; 4、batch-normalization folding for quantization. deploy: tensorrt, fp32/fp16/int8(ptq-calibration)、op-adapt(upsample)、dynamic_shape
or-tools
Google's Operations Research tools:
pytorch-image-models
PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more
QUANTAXIS
QUANTAXIS 支持任务调度 分布式部署的 股票/期货/期权 数据/回测/模拟/交易/可视化/多账户 纯本地量化解决方案
rethinking-network-pruning
Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)
spp-public
A Signal Propagation Perspective for Pruning Neural Networks at Initialization
TPN-pytorch
Pytorch Code for ICLR19 paper: Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning.
vim-init
轻量级 Vim 配置框架，全中文注释
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