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adaptdl

Resource-adaptive cluster scheduler for deep learning training.

ai-roadmap

ApacheCN AI 路线图（知识树）

ai-security-learning

自身学习的安全数据科学和算法的学习资料

ai-software-startups

A Survey of AI startups

ai-system

System for AI Education Resource.

algorithm

some practice of algorithm or data structure

algorithms_and_data_structures

180+ Algorithm & Data Structure Problems using C++

algrithms_interview

anakin

build belong to own Anakin.

analyticalscaleforintegerquantization

Example for applying Gaussian and Laplace clipping on activations of CNN.

animegan

A Tensorflow implementation of AnimeGAN for fast photo animation ! This is the Open source of the paper <AnimeGAN: a novel lightweight GAN for photo animation>, which uses the GAN framwork to transform real-world photos into anime images.

ann-benchmarks

Benchmarks of approximate nearest neighbor libraries in Python

ann-benchmarks-1

Benchmarking approximate nearest neighbors

anyq

FAQ-based Question Answering System

argus-tensor-stream

A library for real-time video stream decoding to CUDA memory

arrayfire

ArrayFire: a general purpose GPU library.

arrayfire-ml

ArrayFire's Machine Learning Library.

astra-sim

ASTRA-sim2.0: Modeling Hierarchical Networks and Disaggregated Systems for Large-model Training at Scale

aten

ATen: A TENsor library for C++11

atlas

An Open Source, Self-Hosted Platform For Applied Deep Learning Development

auto_construct_dnn

using onnx to construct dnn automatically

awesome-automl

Curating a list of AutoML-related research, tools, projects and other resources

awesome-automl-and-lightweight-models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-deep-text-detection-recognition

A curated list of resources for text detection/recognition (optical character recognition ) with deep learning methods.

awesome-emdl

Embedded and mobile deep learning research resources

awesome-mlops

:sunglasses: A curated list of awesome MLOps tools

awesome-mlops-1

A curated list of references for MLOps

awesome-tensor-compilers

A list of awesome compiler projects and papers for tensor computation and deep learning.

backend.ai

Backend.AI is a streamlined, container-based computing cluster orchestrator that hosts diverse programming languages and popular computing/ML frameworks, with pluggable heterogeneous accelerator support including CUDA and ROCM.