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awesome-mlops

A curated list of references for MLOps

awesome-pytorch-list

A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

awesome-software-architecture

A curated list of awesome articles, videos, and other resources to learn and practice software architecture, patterns, and principles.

best-of-ml-python

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

cpp-cheatsheet

Modern C++ Cheatsheet

cvat

Powerful and efficient Computer Vision Annotation Tool (CVAT)

cvpr2015

data-science--cheat-sheet

Cheat Sheets

data-science-ipython-notebooks

Continually updated data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

dcgan.torch

A torch implementation of http://arxiv.org/abs/1511.06434

developer-roadmap

Roadmap to becoming a web developer in 2020

dsbn

Official Implementation of "Domain Specific Batch Normalization for Unsupervised Domain Adaptation (CVPR2019)"

extension-ffi

Examples of C extensions for PyTorch

faster-rcnn.pytorch

A faster pytorch implementation of faster r-cnn

github-issue-templates

:symbols: A collection of GitHub issue and pull request templates

gym

A toolkit for developing and comparing reinforcement learning algorithms.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

jetson-inference

Guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

kubernetes-perfect-guide

『Kubernetes完全ガイド』の付録マニフェストのリポジトリ / "Kubernetes perfect guide" sample manifest repository

kubernetes-the-hard-way

Bootstrap Kubernetes the hard way on Google Cloud Platform. No scripts.

ml-docker-example

OMNIOUS repository to get you started with docker environment

mmcv

OpenMMLab Computer Vision Foundation

mmdetection

Open MMLab Detection Toolbox and Benchmark

mmsegmentation

OpenMMLab Semantic Segmentation Toolbox and Benchmark.

mpitutorial

MPI programming lessons in C and executable code examples

mujoco-py

MuJoCo is a physics engine for detailed, efficient rigid body simulations with contacts. mujoco-py allows using MuJoCo from Python 3.

openmm

OpenMM is a toolkit for molecular simulation using high performance GPU code.

pcgrad-pytorch-example

PCGrad pytorch sample code [not official]

postech_cv_tutorials

python-cheatsheet

Basic Cheat Sheet for Python (PDF, Markdown and Jupyter Notebook)