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adaptdl

Resource-adaptive cluster scheduler for deep learning training.

adbench

Official Implement of "ADBench: Anomaly Detection Benchmark".

ai-with-code

AI学习过程中的实操代码

anomaly-detection-resources

Anomaly detection related books, papers, videos, and toolboxes

autoformer

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

awesome-ts-anomaly-detection

List of tools & datasets for anomaly detection on time-series data.

azure-functions

byteps

A high performance and generic framework for distributed DNN training

caladan

Interference-aware CPU scheduling that enables performance isolation and high CPU utilization for datacenter servers

caladan-all

cbir

🏞 A content-based image retrieval (CBIR) system

chainfaas

An open blockchain-based Serverless Computing Platform

cirrus

Serverless ML Framework

cloudflow

A serverless dataflow DSL for prediction serving

cloudsim

CloudSim: A Framework For Modeling And Simulation Of Cloud Computing Infrastructures And Services

cluster-data

Borg cluster traces from Google

clusterdata

cluster data collected from production clusters in Alibaba for cluster management research

crane

Crane (FinOps Crane) is an opensource project which manages cloud resource on Kubernetes stack, it is inspired by FinOps concepts.

dain

A Docker environment setting up tutorial for making video interpolation.

deathstarbench

Open-source benchmark suite for cloud microservices

deepar-pytorch

deepfacelab

DeepFaceLab is the leading software for creating deepfakes.

dlinear

This is an official implementation for "Are Transformers Effective for Time Series Forecasting?"

dlinear-keras

Implementation of DLinear (https://arxiv.org/abs/2205.13504) using TensorFlow as a Keras custom model. Supports multivariate time series prediction and DLinear-S & DLinear-I variants.

dorylus

Dorylus: Affordable, Scalable, and Accurate GNN Training

dvabatch

dvdnet

DVDnet: A Simple and Fast Network for Deep Video Denoising

easoncodeshare

just for share my code

etdataset

The Electricity Transformer dataset is collected to support the further investigation on the long sequence forecasting problem.

faas

OpenFaaS - Serverless Functions Made Simple