tzhang-ccs

BRITS_RA_TA

CCausal

CFDPython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

GCM_paras_tune

my_utils

tzhang-ccs/my_utils

tzhang-ccs/GCM_paras_tune

tzhang-ccs/BRITS_RA_TA

tzhang-ccs/CCausal

tzhang-ccs/climate_causation

tzhang-ccs/climate_diagnostics

tzhang-ccs/code_template

tzhang-ccs/cuda-course

tzhang-ccs/DNS

tzhang-ccs/DNS_install

tzhang-ccs/dtreeviz

A python library for decision tree visualization and model interpretation.

tzhang-ccs/EconML

ALICE (Automated Learning and Intelligence for Causation and Economics) is a Microsoft Research project aimed at applying Artificial Intelligence concepts to economic decision making. One of its goals is to build a toolkit that combines state-of-the-art machine learning techniques with econometrics in order to bring automation to complex causal inference problems. To date, the ALICE Python SDK (econml) implements orthogonal machine learning algorithms such as the double machine learning work of Chernozhukov et al. This toolkit is designed to measure the causal effect of some treatment variable(s) t on an outcome variable y, controlling for a set of features x.

tzhang-ccs/fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

tzhang-ccs/interpretable-ml-book

Book about interpretable machine learning

tzhang-ccs/lingam

tzhang-ccs/linux-zero-machine

tzhang-ccs/ML4ESM

tzhang-ccs/ML_PRDNS

tzhang-ccs/ML_trigger

tzhang-ccs/notes

tzhang-ccs/PR_DNS_base

tzhang-ccs/pytorch-multi-gpu-training

整理 pytorch 单机多 GPU 训练方法与原理

tzhang-ccs/snowflake_semi_learn

tzhang-ccs/TC_genesis

tzhang-ccs/ticket-grab

tzhang-ccs/tools

tzhang-ccs/UQ_climate

tzhang-ccs/UQ_python