Haimeng Zhao's Projects
My personal page: hmzhao.me
Code for the paper "learning quantum states and unitaries of bounded gate complexity"
Lossy Image Compression with Compressive Autoencoders
CAE-ADMM: Implicit Bitrate Optimization via ADMM-Based Pruning in Compressive Autoencoders
A complete computer science study plan to become a software engineer.
code for a course on computational quantum mechanics: ED, DMRG, MPS, iTEBD, MCMC & Normalizing Flow
Hitchhiker's Guide to Deep Learning for Computational Scientists
A Simple Edge Detection Demo Using Various Basic Methods
Mixture Density Network in PyTorch with full covariance support.
Quantum Principal Component Analysis (QPCA) as a generative model
This is a repository to provide links for downloading Tor Browser from Github.
Notes for courses taken at Harvard (2015--2019)
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Neutrino energy reconstruction program in Jiangmen Underground Neutrino Observatory (JUNO) using statistical inference and machine learning techniques.
Simulation program of physical processes in Jiangmen Underground Neutrino Observatory (JUNO).
LaTeX package that embeds and executes Wolfram Language (Mathematica) codes inside LaTeX documents
code for learning Variational Monte Carlo
MAGIC: Microlensing Analysis Guided by Intelligent Computation. A PyTorch framework for automatic analysis of realistic microlensing light curves.
Continuous-time gradient flow for generative modeling and variational inference
Machine learning algorithms for many-body quantum systems
a formula for primes based on artificial neural network
Convert PDF to HTML without losing text or format.
A quantum machine learning algorithm for quantum non-IID federated learning
General relativity with automatic differentiation in Jax.
A static blog generator with a single static page
Computation using data flow graphs for scalable machine learning