Pinned Repositories
jodie
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
mlnd.continued
About Udacity's Machine Learning Nanodegree program in Chinese:smiley::rocket:
otb.plugin
Bridging python and matlab version OTB
paper.miner
Gatech CSE6242 Spring2020 Project:rocket:
rnn.embedding
CSE6240 project: RNN->Network Embedding->MOOC Dropout Prediction->:rocket:
SASRec.pytorch
PyTorch(1.6+) implementation of https://github.com/kang205/SASRec
SimpleNet
From simple artificial neural network for MNIST exercise to Network Analysis :cyclone:
TiSASRec.debug
Based on https://github.com/JiachengLi1995/TiSASRec, replace negative sampling based evaluation with all-item based evaluation and try to make it better for ranking all items.
TiSASRec.pytorch
https://github.com/JiachengLi1995/TiSASRec in PyTorch
wavenet.poc
Show how WaveNet works and how to accelerate model inference in reference to https://github.com/tomlepaine/fast-wavenet
pmixer's Repositories
pmixer/SASRec.pytorch
PyTorch(1.6+) implementation of https://github.com/kang205/SASRec
pmixer/TiSASRec.pytorch
https://github.com/JiachengLi1995/TiSASRec in PyTorch
pmixer/mlnd.continued
About Udacity's Machine Learning Nanodegree program in Chinese:smiley::rocket:
pmixer/otb.plugin
Bridging python and matlab version OTB
pmixer/TiSASRec.debug
Based on https://github.com/JiachengLi1995/TiSASRec, replace negative sampling based evaluation with all-item based evaluation and try to make it better for ranking all items.
pmixer/rnn.embedding
CSE6240 project: RNN->Network Embedding->MOOC Dropout Prediction->:rocket:
pmixer/SimpleNet
From simple artificial neural network for MNIST exercise to Network Analysis :cyclone:
pmixer/wavenet.poc
Show how WaveNet works and how to accelerate model inference in reference to https://github.com/tomlepaine/fast-wavenet
pmixer/paper.miner
Gatech CSE6242 Spring2020 Project:rocket:
pmixer/rpc.pytorch
pytorch rpc seems easier to use for distributed training, sample scripts :)
pmixer/CRoaring
Roaring bitmaps in C (and C++), with SIMD (AVX2, AVX-512 and NEON) optimizations
pmixer/dsa.workspace
For Prof. Deng's Data Structure and Algorithms course(MOOC version)
pmixer/jodie
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
pmixer/misc.samples
Pieces of code extracted from homeworks and mini-projects:tiger:
pmixer/mlnd.ipynb
For submitting project assignments
pmixer/onnx-tensorrt
ONNX-TensorRT: TensorRT backend for ONNX
pmixer/peak.cu
Assembler for NVIDIA Volta and Turing GPUs
pmixer/pmixer
Add README to my profile page by creating the user_id named repo
pmixer/pmixer.github.io
Mind Log
pmixer/raft
RAFT contains fundamental widely-used algorithms and primitives for data science, graph and machine learning.
pmixer/tracker.eval
"REVISITING THE DETAILS WHEN EVALUATING A VISUAL TRACKER":notebook:
pmixer/udacity-cs344-colab
Google Colab Notebooks for Udacity CS344 - Intro to Parallel Programming
pmixer/zan.initializer
Sample to show how input dim(input_dim for FC layer, for CNN, it's prod(tensor.shape[1:])) reciprocal could be used for initialize NN weights rather than sqrt(input_dim_reciprocal) hinted by Xavier:dragon: