Chengyao Wang (ChengyaoWang)

ChengyaoWang

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Company:University of Southern California

Location:Los Angeles

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Chengyao Wang's starred repositories

vcboost

Experimental tree boosted varying coefficient model

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Autoformer

About Code release for "Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting" (NeurIPS 2021), https://arxiv.org/abs/2106.13008

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multivariate-prediction

time-series-predictoin(LSTNet,SAB,Transformer...)

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flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

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interpret

Fit interpretable models. Explain blackbox machine learning.

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n-beats

Keras/Pytorch implementation of N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

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spark-sklearn

(Deprecated) Scikit-learn integration package for Apache Spark

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learn-regex

Learn regex the easy way

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discrete-frechet

Implementation of the discrete Fréchet distance

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BayesianOptimization

A Python implementation of global optimization with gaussian processes.

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transferlearning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

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pyGAM

[HELP REQUESTED] Generalized Additive Models in Python

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oh-my-bash

A delightful community-driven framework for managing your bash configuration, and an auto-update tool so that makes it easy to keep up with the latest updates from the community.

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impyla

Python DB API 2.0 client for Impala and Hive (HiveServer2 protocol)

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PyHive

Python interface to Hive and Presto. 🐝

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ResnetGPT

用Resnet101+GPT搭建一个玩王者荣耀的AI

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7days-golang

7 days golang programs from scratch (web framework Gee, distributed cache GeeCache, object relational mapping ORM framework GeeORM, rpc framework GeeRPC etc) 7天用Go动手写/从零实现系列

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JustEnoughScalaForSpark

A tutorial on the most important features and idioms of Scala that you need to use Spark's Scala APIs.

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go-tcp-proxy

A small TCP proxy written in Go

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doubi

一个逗比写的各种逗比脚本~

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interview

📚 C/C++ 技术面试基础知识总结,包括语言、程序库、数据结构、算法、系统、网络、链接装载库等知识及面试经验、招聘、内推等信息。This repository is a summary of the basic knowledge of recruiting job seekers and beginners in the direction of C/C++ technology, including language, program library, data structure, algorithm, system, network, link loading library, interview experience, recruitment, recommendation, etc.

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mindspore

MindSpore is a new open source deep learning training/inference framework that could be used for mobile, edge and cloud scenarios.

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lamp-cloud

lamp-cloud 基于jdk21、jdk17、jdk11、jdk8 + SpringCloud + SpringBoot 开发的微服务中后台快速开发平台,专注于多租户(SaaS架构)解决方案,亦可作为普通项目(非SaaS架构)的基础开发框架使用,目前已实现插拔式数据库隔离、SCHEMA隔离、字段隔离 等租户隔离方案。

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C-Plus-Plus

Collection of various algorithms in mathematics, machine learning, computer science and physics implemented in C++ for educational purposes.

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C

Collection of various algorithms in mathematics, machine learning, computer science, physics, etc implemented in C for educational purposes.

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ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

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openflow-tutorial

Openflow Tutorial on Mininet

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CS-402-Operating-Systems

This is an undergraduate course on computer operating systems. In addition to exploring concepts such as synchronization, virtual memory, processes, file systems and virtualization, students will develop elements of a fairly complete operating system during the course of the semester.

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