shuheng-liu
Software Engineer @ InterSystems | Lead Developer of NeuroDiffEq | Harvard '23
Harvard UniversityCambridge, MA
Pinned Repositories
neurodiffeq
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
neurodiffeq-conditions
Extra initial/boundary conditions for neurodiffeq
DCGAN-for-citrus-canker-detection
Custom made variant of DCGAN; added Mute Layers (as opposed to Dropout) for better performance with citrus canker image classification tasks.
error-bound-uai
fake-news-detection-pipeline
Pipeline for detecting fake news, covering data ingestion, doc embedding, classifier hypertuning & model ensembling. Quick walkthrough available in README. Execution logs on my FloydHub page.
FileManager
File manager with both GUI & CLI interfaces. Supported file operations include copying, moving, renaming, opening, encrypting, decrypting, zipping and unzipping
floydhub-tutorial
FloydHub tutorial for students enrolled in Deep Learning Advanced Course with GEC Academy
GAN-metrics
tools for evaluating and comparing performances of GAN performances w.r.t. different metrics; metric evolution at each epoch supported
master-thesis
Master Thesis of Shuheng Liu in Partial Fulfillment of ME in CSE at Harvard University
siamese-optimization-for-neural-nets
A technique I proposed and implemented for training DEEP neural networks on SMALL datasets; effectively avoids overfitting and gradient vanishment/explosion
shuheng-liu's Repositories
shuheng-liu/error-bound-uai
shuheng-liu/master-thesis
Master Thesis of Shuheng Liu in Partial Fulfillment of ME in CSE at Harvard University
shuheng-liu/aihub2021
shuheng-liu/characters-recognition
This project is supposed to be my bachelor graduation design—Recognition of Handwritten English Characters. The task is so trivial that I do not see any point in making this repo private.
shuheng-liu/chattrbox
shuheng-liu/coffeerun
shuheng-liu/compat-table
ECMAScript 5/6/7 compatibility tables
shuheng-liu/coplay
Synchronizing video play between two peers.
shuheng-liu/deepin-wine
deepin-wine环境与应用在Mint/Ubuntu/Debian上的移植仓库
shuheng-liu/deepin-wine-ubuntu
Deepin Wine for Ubuntu/Debian
shuheng-liu/ds-course
shuheng-liu/error-bound-uai-paper
shuheng-liu/IJava
A Jupyter kernel for executing Java code.
shuheng-liu/iridescent
Copy of the iridescent library
shuheng-liu/Johnny-Wish.github.io
shuheng-liu/keyword-extraction-chinese
a simple implementation of keyword extraction algorithms for Chinese corpuses
shuheng-liu/leetcode-js
Solutions (in javascript) to leetcode problems, each beating 90+% (many 95+%) in terms of time complexity
shuheng-liu/mongo-flask-login
shuheng-liu/nCovMemory
2020新冠肺炎记忆：报道、非虚构与个人叙述（持续更新） Memory of 2020 nCov: Media Coverage, Non-fiction Writings, and Individual Narratives (Continuously updating)
shuheng-liu/neural-style-transfer
Final Project of Data Science Course - an Implementation of Neural Style Transfer using VGG-16 with PyTorch
shuheng-liu/neurodiffeq-dashdocs
Dash docsets for the "odegym/neurodiffeq" repository
shuheng-liu/ottergram
First try with frontend dev https://www.oreilly.com/library/view/front-end-web-development/9780134432595/
shuheng-liu/playground
shuheng-liu/rcm-system
shuheng-liu/shadowsocks_install
Auto Install Shadowsocks Server for CentOS/Debian/Ubuntu
shuheng-liu/spherical-navier-stokes
shuheng-liu/template-filler
shuheng-liu/torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
shuheng-liu/variational-autoencoder
shuheng-liu/vidjot