Name: 黄(Huáng)瓒(Zàn)
Type: User
Company: Georgia Institute of Technology
Bio: Time tourist, having fun in between Math&Physics using Python&CUDA
Location: Atlanta, USA
I'm an R&D engineer.
From research prospective, I work on how to make current models better with optimized initializers and optimizers, and how to make better models guided by fine-grained evaluation methods, hinted by model attacking experiments.
From engineering prospective, I work on software and hardware to better serve these models with lower cost and higher thoughput, and collaborate with teammates to make use of these products to really serve humankind as much as possible.
croaring
Roaring bitmaps in C (and C++), with SIMD (AVX2, AVX-512 and NEON) optimizations
dsa.workspace
For Prof. Deng's Data Structure and Algorithms course(MOOC version)
jodie
A PyTorch implementation of ACM SIGKDD 2019 paper "Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks"
misc.samples
Pieces of code extracted from homeworks and mini-projects:tiger:
mlnd.continued
About Udacity's Machine Learning Nanodegree program in Chinese:smiley::rocket:
mlnd.ipynb
For submitting project assignments
onnx-tensorrt
ONNX-TensorRT: TensorRT backend for ONNX
otb.plugin
Bridging python and matlab version OTB
paper.miner
Gatech CSE6242 Spring2020 Project:rocket:
peak.cu
Assembler for NVIDIA Volta and Turing GPUs
pmixer
Add README to my profile page by creating the user_id named repo
pmixer.github.io
Mind Log
raft
RAFT contains fundamental widely-used algorithms and primitives for data science, graph and machine learning.
rnn.embedding
CSE6240 project: RNN->Network Embedding->MOOC Dropout Prediction->:rocket:
rpc.pytorch
pytorch rpc seems easier to use for distributed training, sample scripts :)
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
tracker.eval
"REVISITING THE DETAILS WHEN EVALUATING A VISUAL TRACKER":notebook:
udacity-cs344-colab
Google Colab Notebooks for Udacity CS344 - Intro to Parallel Programming
wavenet.poc
Show how WaveNet works and how to accelerate model inference in reference to https://github.com/tomlepaine/fast-wavenet
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:
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ❤️ Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
