Weifeng Zhang's repositories

IPscenario

Datasets for IP usage scenario prediction and codes of benchmarks.

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AmortizedCausalDiscovery

Code for the paper: Amortized Causal Discovery: Learning to Infer Causal Graphs from Time-Series Data

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causal_discovery_for_time_series

Causal discovery for time series

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causalml

Uplift modeling and causal inference with machine learning algorithms

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core-pytorch-utils

Yet another PyTorch Trainer and some core components for deep learning.

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DeepLearningTheory.course

Deep Learning Theory course

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GVAR

An interpretable framework for inferring nonlinear multivariate Granger causality based on self-explaining neural networks.

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HSIC

Python code of Hilbert-Schmidt Independence Criterion

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LSSAE

The official implementation of paper "Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder"

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nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

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Nonlinear_ICA_implementations

A repository of implementations of some nonlinear ICA methods

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seaborn-data

Data repository for seaborn examples

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Structure-Learning-from-Time-series-Data-with-CausalNex

Time series data structure learning with NOTEARS and DYNOTEARS

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thesisuestc

ThesisUESTC-电子科技大学毕业论文模板

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