Pinned Repositories
synthcity
A library for generating and evaluating synthetic tabular data for privacy, fairness and data augmentation.
augmented-neural-odes
Pytorch implementation of Augmented Neural ODEs :sunflower:
bayes-by-backprop
" Weight Uncertainty in Neural Networks"
Compartmental-GP-NeurIPS-2020
Source code for "When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes" (NeurIPS 2020)
D-CODE-ICLR-2022
D-CODE: Discovering Closed-form ODEs from Observed Trajectories
Easy21
An illustration of Reinforcement Learning algorithms with the card game Easy21.
Hybrid-ODE-NeurIPS-2021
Code for Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression (NeurIPS 2021)
rankdist
The R package rankdist
Single-Cause-Perturbation-NeurIPS-2021
Code for Estimating Multi-cause Treatment Effects via Single-cause Perturbation (NeurIPS 2021)
SyncTwin-NeurIPS-2021
Code for SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes (NeurIPS 2021)
ZhaozhiQIAN's Repositories
ZhaozhiQIAN/D-CODE-ICLR-2022
D-CODE: Discovering Closed-form ODEs from Observed Trajectories
ZhaozhiQIAN/Single-Cause-Perturbation-NeurIPS-2021
Code for Estimating Multi-cause Treatment Effects via Single-cause Perturbation (NeurIPS 2021)
ZhaozhiQIAN/Compartmental-GP-NeurIPS-2020
Source code for "When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes" (NeurIPS 2020)
ZhaozhiQIAN/SyncTwin-NeurIPS-2021
Code for SyncTwin: Treatment Effect Estimation with Longitudinal Outcomes (NeurIPS 2021)
ZhaozhiQIAN/Hybrid-ODE-NeurIPS-2021
Code for Integrating Expert ODEs into Neural ODEs: Pharmacology and Disease Progression (NeurIPS 2021)
ZhaozhiQIAN/augmented-neural-odes
Pytorch implementation of Augmented Neural ODEs :sunflower:
ZhaozhiQIAN/bayes-by-backprop
" Weight Uncertainty in Neural Networks"
ZhaozhiQIAN/CAUSE
ZhaozhiQIAN/COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
ZhaozhiQIAN/covid-policy-tracker
Systematic dataset of Covid-19 policy, from Oxford University
ZhaozhiQIAN/dash-heroku-template
Fool-proof template for deploying Dash apps on Heroku
ZhaozhiQIAN/deep-symbolic-optimization
Source code for deep symbolic regression.
ZhaozhiQIAN/ffjord
code for "FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models".
ZhaozhiQIAN/flying-dog-beers
ZhaozhiQIAN/gplearn
Genetic Programming in Python, with a scikit-learn inspired API
ZhaozhiQIAN/GRAN
Efficient Graph Generation with Graph Recurrent Attention Networks, Deep Generative Model of Graphs, Graph Neural Networks, NeurIPS 2019
ZhaozhiQIAN/graph-generation
GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models
ZhaozhiQIAN/JSS-second-draft
ZhaozhiQIAN/LANTERN-NeurIPS-2019
Source code for NeurIPS 2019 paper "Learning Latent Processes from High-Dimensional Event Sequences via Efficient Sampling""
ZhaozhiQIAN/NeuralSymbolicRegressionThatScales
Source code and Dataset creation for the paper "Neural Symbolic Regression That Scales"
ZhaozhiQIAN/neurawkes
Source code of The Neural Hawkes Process (NIPS 2017)
ZhaozhiQIAN/retain
RETAIN: Interpretable Predictive Model in Healthcare using Reverse Time Attention Mechanism
ZhaozhiQIAN/scikit-survival
Survival analysis built on top of scikit-learn
ZhaozhiQIAN/technical_interview
Tech interview.
ZhaozhiQIAN/thesis
A LaTeX document class that conforms to the Computer Laboratory's PhD thesis formatting guidelines.
ZhaozhiQIAN/torchdiffeq
Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.
ZhaozhiQIAN/trump-twitter-classify
Uses a Naive Bayes classifier to detect whether Trump has authored a given @RealDonaldTrump tweet.
ZhaozhiQIAN/trump_tweet_data_archive
Up-to-date Archive of Trump Tweets
ZhaozhiQIAN/tvregdiff
Python version of Rick Chartrand's algorithm for numerical differentiation of noisy data
ZhaozhiQIAN/Wasserstein-Learning-For-Point-Process
learning point processes by means of optimal transport and wasserstein distance