Taoli Cheng's starred repositories
google-research
Google Research
handson-ml
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
anomaly-detection-resources
Anomaly detection related books, papers, videos, and toolboxes
probability
Probabilistic reasoning and statistical analysis in TensorFlow
DXY-COVID-19-Crawler
2019新型冠状病毒疫情实时爬虫及API | COVID-19/2019-nCoV Realtime Infection Crawler and API
TensorNetwork
A library for easy and efficient manipulation of tensor networks.
awesome-quantum-software
Curated list of open-source quantum software projects.
mixup-cifar10
mixup: Beyond Empirical Risk Minimization
deep-transfer-learning
A collection of implementations of deep domain adaptation algorithms
torchgpipe
A GPipe implementation in PyTorch
InvariantRiskMinimization
PyTorch code to run synthetic experiments.
learning-to-reweight-examples
PyTorch Implementation of the paper Learning to Reweight Examples for Robust Deep Learning
CADA-VAE-PyTorch
Official implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)
learning-to-reweight-examples
Code for paper "Learning to Reweight Examples for Robust Deep Learning"
hypercl
Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fine-tuned for every task, that doesn't require an increase in the number of trainable weights and is robust against catastrophic forgetting.
population_flow
Population flow data
HiggsTauTauNanoAODOutreachAnalysis
Analysis using reduced NanoAOD files created from CMS open data studying the decay of a Higgs boson into two tau leptons