Qingyi Pan's repositories
Deeplearning2020
course project of Deep learning 2020 Spring
awesome_deep_learning_interpretability
深度学习近年来关于神经网络模型解释性的相关高引用/顶会论文(附带代码)
CloserLookFewShot
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
DeepLOB-Deep-Convolutional-Neural-Networks-for-Limit-Order-Books
This jupyter notebook is used to demonstrate our recent work, "DeepLOB: Deep Convolutional Neural Networks for Limit Order Books", published in IEEE Transactions on Singal Processing. We use FI-2010 dataset and present how model architecture is constructed here. The FI-2010 is publicly avilable and interested readers can check out their paper.
DeepLOB-Model-Implementation-Project
This repo contains some codes and outputs of my implementation of DeepLOB model.
embedding-propagation
Codebase for Embedding Propagation: Smoother Manifold for Few-Shot Classification
examples-1
Example deep learning projects that use wandb's features.
google-research
Google Research
GrabGPU
Grab GPU whenever available
mean-teacher
A state-of-the-art semi-supervised method for image recognition
MMD_Loss.Pytorch
A pytorch implementation of Maximum Mean Discrepancies(MMD) loss
PlotNeuralNet
Latex code for making neural networks diagrams
time-series-dataset
PyTorch Dataset object for multivariate time series :wrench:
TransformersCanDoBayesianInference
Official Implementation of "Transformers Can Do Bayesian Inference"