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amazon-sagemaker-examples

Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.

最終更新日:579日前
9.3k

tellerops/teller
584日前2.4k

Cloud native secrets management for developers - never leave your command line for secrets.

nteract/hydrogen
583日前3.9k

:atom: Run code interactively, inspect data, and plot. All the power of Jupyter kernels, inside your favorite text editor.

localstack/localstack
580日前51.3k

💻 A fully functional local AWS cloud stack. Develop and test your cloud & Serverless apps offline

serverless/serverless
580日前45.9k

⚡ Serverless Framework – Build web, mobile and IoT applications with serverless architectures using AWS Lambda, Azure Functions, Google CloudFunctions & more! –

donnemartin/data-science-ipython-notebooks
580日前26.1k

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

pulumi/pulumi
580日前19.0k

Pulumi - Infrastructure as Code in any programming language. Build infrastructure intuitively on any cloud using familiar languages 🚀

aws/aws-cli
580日前14.7k

Universal Command Line Interface for Amazon Web Services

getsops/sops
580日前14.7k

Simple and flexible tool for managing secrets

caprover/caprover
580日前11.8k

Scalable PaaS (automated Docker+nginx) - aka Heroku on Steroids

GoogleCloudPlatform/terraformer
580日前11.4k

CLI tool to generate terraform files from existing infrastructure (reverse Terraform). Infrastructure to Code

aws/aws-cdk
580日前11.0k

The AWS Cloud Development Kit is a framework for defining cloud infrastructure in code

aws-amplify/amplify-js
580日前9.4k

A declarative JavaScript library for application development using cloud services.

google/go-cloud
580日前9.3k

The Go Cloud Development Kit (Go CDK): A library and tools for open cloud development in Go.

prowler-cloud/prowler
580日前9.2k

Prowler is an Open Source Security tool for AWS, Azure, GCP and Kubernetes to do security assessments, audits, incident response, compliance, continuous monitoring, hardening and forensics readiness. Includes CIS, NIST 800, NIST CSF, CISA, FedRAMP, PCI-DSS, GDPR, HIPAA, FFIEC, SOC2, GXP, Well-Architected Security, ENS and more

midwayjs/midway
580日前7.1k

🍔 A Node.js Serverless Framework for front-end/full-stack developers. Build the application for next decade. Works on AWS, Alibaba Cloud, Tencent Cloud and traditional VM/Container. Super easy integrate with React and Vue. 🌈

budtmo/docker-android
580日前6.8k

Android in docker solution with noVNC supported and video recording

bbfamily/abu
580日前11.0k

阿布量化交易系统(股票,期权,期货,比特币,机器学习) 基于python的开源量化交易,量化投资架构

RasaHQ/rasa
580日前17.6k

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

gunthercox/ChatterBot
580日前13.8k

ChatterBot is a machine learning, conversational dialog engine for creating chat bots

CMU-Perceptual-Computing-Lab/openpose
580日前29.3k

OpenPose: Real-time multi-person keypoint detection library for body, face, hands, and foot estimation

mxgmn/WaveFunctionCollapse
580日前22.5k

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics

TheAlgorithms/C
580日前17.7k

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

streamlit/streamlit
580日前30.2k

Streamlit — A faster way to build and share data apps.

gradio-app/gradio
580日前26.3k

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

matplotlib/matplotlib
580日前18.9k

matplotlib: plotting with Python

ml-tooling/best-of-ml-python
580日前15.1k

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

tensorflow/tensorflow
580日前180.7k

An Open Source Machine Learning Framework for Everyone

pytorch/pytorch
580日前75.4k

Tensors and Dynamic neural networks in Python with strong GPU acceleration

opencv/opencv
580日前74.1k

Open Source Computer Vision Library

d2l-ai/d2l-zh
580日前53.9k

《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

CorentinJ/Real-Time-Voice-Cloning
580日前50.0k

Clone a voice in 5 seconds to generate arbitrary speech in real-time

floodsung/Deep-Learning-Papers-Reading-Roadmap
580日前37.1k

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

GokuMohandas/Made-With-ML
580日前35.1k

Learn how to design, develop, deploy and iterate on production-grade ML applications.

TencentARC/GFPGAN
580日前34.0k

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

ray-project/ray
580日前29.9k

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

paperless-ngx/paperless-ngx
580日前15.5k

A community-supported supercharged version of paperless: scan, index and archive all your physical documents

LibrePhotos/librephotos
580日前6.4k

A self-hosted open source photo management service. This is the repository of the backend.

cloudquery/cloudquery
580日前5.4k

The open source high performance data integration platform built for developers.

google/comprehensive-rust
579日前24.5k

This is the Rust course used by the Android team at Google. It provides you the material to quickly teach Rust.

BayesWitnesses/m2cgen
580日前2.7k

Transform ML models into a native code (Java, C, Python, Go, JavaScript, Visual Basic, C#, R, PowerShell, PHP, Dart, Haskell, Ruby, F#, Rust) with zero dependencies

jakevdp/PythonDataScienceHandbook
580日前40.9k

Python Data Science Handbook: full text in Jupyter Notebooks

CamDavidsonPilon/Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
579日前26.2k

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

ageron/handson-ml
580日前25.1k

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

trekhleb/homemade-machine-learning
579日前22.3k

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

emilwallner/Screenshot-to-code
579日前16.1k

A neural network that transforms a design mock-up into a static website.

plotly/plotly.py
579日前14.9k

The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

jupyter/notebook
580日前11.0k

Jupyter Interactive Notebook

marceloprates/prettymaps
580日前10.7k

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

dunovank/jupyter-themes
585日前9.7k

Custom Jupyter Notebook Themes

jupyter/docker-stacks
579日前7.7k

Ready-to-run Docker images containing Jupyter applications

jupyterhub/jupyterhub
580日前7.5k

Multi-user server for Jupyter notebooks

firmai/industry-machine-learning
580日前7.0k

A curated list of applied machine learning and data science notebooks and libraries across different industries (by @firmai)

Atcold/NYU-DLSP20
580日前6.6k

NYU Deep Learning Spring 2020

ladjs/lad
582日前2.3k

Node.js framework made by a former @expressjs TC and @koajs team member. Built for @forwardemail, @spamscanner, @breejs, @cabinjs, and @lassjs.

scikit-learn/scikit-learn
579日前57.4k

scikit-learn: machine learning in Python

pandas-dev/pandas
579日前41.2k

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

AMAI-GmbH/AI-Expert-Roadmap
579日前27.9k

Roadmap to becoming an Artificial Intelligence Expert in 2022

OpenRefine/OpenRefine
581日前10.3k

OpenRefine is a free, open source power tool for working with messy data and improving it

Sinaptik-AI/pandas-ai
579日前9.8k

Chat with your data (SQL, CSV, pandas, polars, noSQL, etc). PandasAI makes data analysis conversational using LLMs (GPT 3.5 / 4, Anthropic, VertexAI) and RAG.

microsoft/qlib
579日前13.4k

Qlib is an AI-oriented quantitative investment platform that aims to realize the potential, empower research, and create value using AI technologies in quantitative investment, from exploring ideas to implementing productions. Qlib supports diverse machine learning modeling paradigms. including supervised learning, market dynamics modeling, and RL.

akfamily/akshare
579日前7.9k

AKShare is an elegant and simple financial data interface library for Python, built for human beings! 开源财经数据接口库

UFund-Me/Qbot
579日前5.3k

[🔥updating ...] AI 自动量化交易机器人 AI-powered Quantitative Investment Research Platform. 📃 online docs: https://ufund-me.github.io/Qbot ✨ :news: qbot-mini: https://github.com/Charmve/iQuant

huggingface/datasets
579日前18.0k

🤗 The largest hub of ready-to-use datasets for ML models with fast, easy-to-use and efficient data manipulation tools

kailashahirwar/cheatsheets-ai
580日前14.9k

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

fastai/numerical-linear-algebra
580日前9.9k

Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course

tangyudi/Ai-Learn
579日前7.9k

人工智能学习路线图,整理近200个实战案例与项目,免费提供配套教材,零基础入门,就业实战!包括:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

lanpa/tensorboardX
586日前7.8k

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

arogozhnikov/einops
580日前7.7k

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

voicepaw/so-vits-svc-fork
579日前8.0k

so-vits-svc fork with realtime support, improved interface and more features.

learning-at-home/hivemind
579日前1.8k

Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.

jsbroks/coco-annotator
582日前2.0k

:pencil2: Web-based image segmentation tool for object detection, localization, and keypoints

tesseract-ocr/tesseract
579日前56.5k

Tesseract Open Source OCR Engine (main repository)

ageitgey/face_recognition
579日前51.1k

The world's simplest facial recognition api for Python and the command line

LAION-AI/Open-Assistant
579日前36.3k

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

PRML/PRMLT
581日前5.9k

Matlab code of machine learning algorithms in book PRML

ZheC/Realtime_Multi-Person_Pose_Estimation
579日前5.0k

Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)

mratsim/Arraymancer
582日前1.2k

A fast, ergonomic and portable tensor library in Nim with a deep learning focus for CPU, GPU and embedded devices via OpenMP, Cuda and OpenCL backends