Yanglet's repositories
Tensor_Layer_for_Deep_Neural_Network_Compression
Apply CP, Tucker, TT/TR, HT to compress neural networks. Train from scratch.
Tensor-GAN
Tensor GAN. Ding, Z., Liu, X.Y., Yin, M. and Kong, L., 2019, August. Tensor Super-Resolution with Generative Adversarial Nets: A Large Image Generation Approach. In International Workshop on Human Brain and Artificial Intelligence (pp. 209-223).
DP_Matrix_Completion_Alt_Min
a matlab code
DQN_traffic_light_control
X.-Y. Liu, Z. Ding, S. Borst, A. Walid. Deep reinforcement learning for intelligent transportation systems. NeurIPS Workshop on Machine Learning for Intelligent Transportation Systems, 2018.
TensorLet_in_C_C_PlusPlus
J. Huang, L. Kong, X.-Y. Liu, W. Qu and G. Chen. A C++ library for tensor decomposition. International Performance Computing and Communications Conference (IPCCC), 2019. A C/C++ library for highly efficient and scalable tensor decompositions.
L-MLDS-for-Tensor-Time-Series
L-MLDS modeling; Tensor time series prediction
tensor_decoding_spectral_SCI_cameras
We apply tensor decoding scheme to decode SCI cameras.
ShearLet_for_Snapshot_Compressive_Imaging
Exploit the sparsity in a shearlet transform to accelerate the decoding for Snapshot Compressive Imaging cameras.
cuTensor_CUDA_Library_for_Transform_based_Tensors
T. Zhang, X.-Y. Liu, X. Wang, and A. Walid. cuTensor-tubal: Efficient primitives for tubal-rank tensor operations on GPUs. IEEE Transactions on Parallel and Distributed Systems, 2019.
tensor-admm-net-sci
Dataset with processing code
Tensor_Sensing_for_RF_Tomography
RF Tomography imaging
Tensor_Subspace_Detection
C. Li, Y. Sun, X.-Y. Liu, Y. Li. Tensor subspace detection with tubal-sampling and elementwise-sampling. IEEE ICASSP, 2018.
Tensorflow-Implementation-of-Triple-GAN
This is a tensorflow re-implementation for tirple-GAN.
DP_TensorCompletion_FW
Differentially Private Tensor Completion Using_Frank_Wolf_Algorithm
ElegantRL
Lightweight, stable, efficient PyTorch implement of reinforcement learning. I want to call this PyTorch implement as "3-Python-file-RL".
FinGPT
Data-Centric FinGPT. Open-source for open finance! Revolutionize 🔥 We'll soon release the trained model.
Homomorphic_Matrix_Completion_Multiple_GPU
Homomorphic_Matrix_Completion_Multiple_GPU
Intro-to-Quantum-Computing-Website
Intro to Quantum Computing Website
learntocut
Code implementation for NeurIPS 2019 submission 'Reinforcement Learning for Integer Programming: Learning to Cut'
Leverage_Sampling_TC_for_Device_Latency_Estimation
Tensor Completion with Leverage Sampling for Personal Device Network Latency Estimation