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Pytorch Doc Zh ⭐ 3,997

Pytorch 中文文档

Time Series Library ⭐ 3,301

A Library for Advanced Deep Time Series Models.

Kubernetes Gpu Guide ⭐ 714

This guide should help fellow researchers and hobbyists to easily automate and accelerate there deep leaning training with their own Kubernetes GPU cluster.

Cool Fashion Papers ⭐ 512

👔👗🕶️🎩 Cool resources about Fashion + AI! (papers, datasets, workshops, companies, ...) (constantly updating)

Mlops V2 ⭐ 393

Azure MLOps (v2) solution accelerators. Enterprise ready templates to deploy your machine learning models on the Azure Platform.

Awesome Dynamicgraphlearning ⭐ 298

Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

GPU environment management and cluster orchestration

Develop Source ⭐ 237

Open source for developer.(开发资源整理：Java，Android，算法，iOS，MacOS等等)

Pytorch Docker ⭐ 208

Pure Pytorch Docker Images.

Jetson_easy ⭐ 207

🔩 Automatically script to setup and configure your NVIDIA Jetson [Nano, Xavier, TX2i, TX2, TX1, TK1] . This script run different modules to update, fix and patch the kernel, install ROS and other...

Macos Egpu Cuda Guide ⭐ 178

Set up CUDA for machine learning (and gaming) on macOS using a NVIDIA eGPU

Ml Notebook ⭐ 164

Dockerfile for multiple machine learning tools.

Tevr Asr Tool ⭐ 132

State-of-the-art (ranked #1 Aug 2022) German Speech Recognition in 284 lines of C++. This is a 100% private 100% offline 100% free CLI tool.

Torchprune ⭐ 130

A research library for pytorch-based neural network pruning, compression, and more.

Deep Learning tools and applications for NVIDIA AGX platforms.

Deepfacelab_macos ⭐ 113

Run DeepFaceLab on MacOS

Robotics_setup ⭐ 112

Setup Ubuntu 18.04, 16.04 and 14.04 with machine learning and robotics software plus user configuration. Includes ceres tensorflow ros caffe vrep eigen cudnn and cuda plus many more.

Ubuntu Setup Scripts ⭐ 110

Scripts to help you set up your Ubuntu quickly, especially if you're in any subfield of Data Science or AI!

Torchrl ⭐ 107

Highly Modular and Scalable Reinforcement Learning

Laia: A deep learning toolkit for HTR based on Torch

Pseudo_label Pytorch ⭐ 101

The Simple and Efficient Semi-Supervised Learning Method for Deep Neural Networks

Tensorflow Cpp ⭐ 97

Pre-built TensorFlow for C/C++ and CMake.

This repository collects some codes that encapsulates commonly used algorithms in the field of machine learning. Most of them are based on Numpy, Pandas or Torch. You can deepen your understanding to related model and algorithm or revise it to get the customized code belongs yourself by referring to this repository.

Manjaro Linux ⭐ 91

Shell scripts for setting up Manjaro Linux for Python programming and deep learning

Monai Deploy ⭐ 87

MONAI Deploy aims to become the de-facto standard for developing, packaging, testing, deploying and running medical AI applications in clinical production.

Arch Data Science ⭐ 83

Archlinux PKGBUILDs for Data Science, Machine Learning, Deep Learning, NLP and Computer Vision

SS-PRL: Self-Supervised Pyramid Representation Learning for Multi-Label Visual Analysis (IEEE WACV 2023)

3d Reconstruction With Neural Networks ⭐ 73

3D reconstruction with neural networks using Tensorflow. See link for Video (https://www.youtube.com/watch?v=iI6ZMST8Ri0)

Deepid Implementation ⭐ 73

DeepID-implementation is an implementation of paper "Deep Learning Face Representation from Predicting 10,000 Classes"

Awesome Realistic Semi Supervised Learning ⭐ 53

An awesome paper list of Semi-Supervised Learning under realistic settings.

Ps Dataset ⭐ 52

PhotoSynth Dataset for improving local patch Descriptors

Deep Learning Images ⭐ 49

Automating image builds for deep learning based applications since 2016

Mixco Mixup Contrast ⭐ 45

MixCo: Mix-up Contrastive Learning for Visual Representation, NeurIPS 2020 Workshop on SSL

2020_carla_challenge ⭐ 45

"Learning by Cheating" (CoRL 2019) submission for the 2020 CARLA Challenge

Deep_docker ⭐ 43

graftr: an interactive shell to view and edit PyTorch checkpoints.

Ranked List Loss For Dml ⭐ 41

CVPR 2019: Ranked List Loss for Deep Metric Learning, with extension for TPAMI submission

Ops Tools ⭐ 38

A set of handy tools to make it easier for Operations teams to run to Trend Micro Deep Security.

Google Cloud Deep Learning Kit ⭐ 38

Create a GPU instance on GCP with Jupyter + Keras(Tensorflow) + Nvidia Docker

Striving for Simplicity: The All Convolutional Net (All-CNN-C)

Classification ⭐ 35

Catalyst.Classification

Deep Metric Embedding ⭐ 35

Papers and Codes about Deep Metric Learning/Deep Embedding

GPTX: AI chatbot for natural language conversations

Kubernetes Design Patterns And Extensions Elearning ⭐ 30

Master container cluster management skills and transform the way you develop and deploy applications

Docker Iocaml Datascience ⭐ 30

Dockerfile of Jupyter (IPython notebook) and IOCaml (OCaml kernel) with libraries for data science and machine learning

Deep Learning on GCP

Neural Tile ⭐ 28

A better tiling script for Neural-Style

Officeuninstall ⭐ 28

A shell scirpt to deep uninstall Microsoft Office for Mac 2011/2016

Datasets ⭐ 25

Collections of many datasets you may need and play with.

Cloudformation ⭐ 25

AWS CloudFormation templates for deploying Trend Micro Deep Security Manager and its underlying infrastructure.

Adaptive Token Sampling for Efficient Vision Transformers (ECCV 2022 Oral Presentation)

ROCm Machine Learning and HPC Stack installer

Practical Deep Learning ⭐ 23

fast.ai course for coders

Code for "Can We Scale Transformers to Predict Parameters of Diverse ImageNet Models?" [ICML 2023]

Using deep learning to detect Atrial fibrillation

Improving Mean Absolute Error Against Cce ⭐ 21

Mean Absolute Error Does Not Treat Examples Equally and Gradient Magnitude’s Variance Matters

Natural Gradient Deep Q Learning ⭐ 21

The ultimate AI-powered art generator

Distributeddeeplearning ⭐ 20

Tutorials on running distributed deep learning on Batch AI

Nvidia Docker Bootstrap ⭐ 19

For those times when nvidia-docker is not possible (like AWS ECS)

Peptide Prediction List ⭐ 18

Collects software dedicated to predicting specific properties of peptides

Contactless Attendance System ⭐ 18

✨ A Contactless Attendance System where your face is identified for Attendance.

Pytorchcv ⭐ 18

PyTorchCV: A PyTorch-Based Framework for Deep Learning in Computer Vision.

Deepdream Docker ⭐ 16

Example Deep Dream Docker Container

Quickstart Trendmicro Deepsecurity ⭐ 15

AWS Quick Start Team

Centos7 Deep ⭐ 15

setup centos7 deep learning environment

Timit Preprocessor ⭐ 14

Extract mfcc vectors and phones from TIMIT dataset

Face Detection Data Set and Benchmark (FDDB) in Darknet

WaRP dataset includes labeled images of an industrial conveyor.

Deep Nmt Architectures ⭐ 13

Training scripts for paper Miceli Barone et al. 2017 "Deep Architectures for Neural Machine Translation"

Jetsontx2fordeeplearning ⭐ 12

Scripts for setting up Jetson TX2 with OpenCV Tensorflow & Keras for deep learning

Deeplearningdocker ⭐ 12

My custom Image for Quick setup of Deep Learning Libraries in Python on any machine.

CVPR '17 Paper Collection

Szepesvari Book ⭐ 12

「速習強化学習－基礎理論とアルゴリズム－」サポートページ

Dl Papers ⭐ 12

📝 Deep Learning papers that enlightened me

Sensecraft Ai ⭐ 12

An application suite including an open-source inference server and web UI to deploy any YOLOv8 model to NVIDIA Jetson devices and visualize captured streams, with one line of code.

Vosk Build Model ⭐ 11

How to create your own model for vosk

Caffe_tutorial ⭐ 10

Caffe1 튜토리얼

Demo Rosa Sagemaker ⭐ 10

How to use ROSA with AWS sagemaker

Edge Insights Vision ⭐ 10

Edge Insights for Vision (eiv) is a package that helps to auto install Intel® GPU drivers and setup environment for Inference application development using OpenVINO™ toolkit

Deep Learning Development Documents

Keras Doc Pdf ⭐ 9

How to generate a PDF (or EPUB) with all Keras (Deep Learning framework) documentation !

Laplacenet ⭐ 9

A PyTorch Implementation of LaplaceNet:A Hybrid Energy-Neural Model for Deep Semi-Supervised Classification

Visual Grounding of Referring Expressions for Human-Robot Interaction

Amethyst Waters ⭐ 8

Play and explore deep sea caverns with your submarine in this procedurally generated shoot 'em up!

Deeplearn_setup_scripts ⭐ 8

Custom installation and setup script for my personal deep learning box and for AWS

Deep learning shell based on Docker image

Deep Learning Bootcamp Vm ⭐ 7

Easily go up in deep folder structures in shell

it's like DEEP, but with more DEEP

A Dockerized, heavily modified version of the Volta Deep Style Transfer script made by Victor Espinoza (vic8760).

Stnet Object Localization ⭐ 7

STNet: Selective Tuning of Convolutional Networks for Object Localization

Face Detection App ⭐ 6

Face detection REST API

Hadoop Ai ⭐ 6

A Hadoop Version with GPU support for better AI job scheduling

Ubuntu4research ⭐ 6

Ubuntu Setup for Research in Computer Vision and Robotics

Docker Gpu ⭐ 6

Dockerfile for deep learning on GPUs

Doc Builder ⭐ 6

Simple Documentation Builder for Ivy Projects.

Object Detection & Deep Learning on Raspberry Pi using Docker containers

Gpu Development Environment Setting ⭐ 5

For Ubuntu16.04

Vision Terraform ⭐ 5

IBM Maximo Visual Inspection sample terraform templates for deployment in IBM Cloud (formerly IBM PowerAI Vision and IBM Visual Insights)

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