Docker ImagesOut-of-box Data Science / AI platform | AI/数据科学的瑞士军刀
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PolyaxonMachine Learning Platform for Kubernetes (MLOps tools for experimentation and automation)
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FfdlFabric for Deep Learning (FfDL, pronounced fiddle) is a Deep Learning Platform offering TensorFlow, Caffe, PyTorch etc. as a Service on Kubernetes
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TensorwatchDebugging, monitoring and visualization for Python Machine Learning and Data Science
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Ml Hub🧰 Multi-user development platform for machine learning teams. Simple to setup within minutes.
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Geodesic🚀 Geodesic is a DevOps Linux Distro. We use it as a cloud automation shell. It's the fastest way to get up and running with a rock solid Open Source toolchain. ★ this repo! https://slack.cloudposse.com/
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Hyperparameter hunterEasy hyperparameter optimization and automatic result saving across machine learning algorithms and libraries
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Cookbook 2ndIPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018
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VdsVerteego Data Suite
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Data Science Your WayWays of doing Data Science Engineering and Machine Learning in R and Python
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Intro To PythonAn intro to Python & programming for wanna-be data scientists
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Nteract📘 The interactive computing suite for you! ✨
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Fastai2Temporary home for fastai v2 while it's being developed
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DatasciencevmTools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)
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Datastream.ioAn open-source framework for real-time anomaly detection using Python, ElasticSearch and Kibana
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Bowtie Create a dashboard with python!
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Crime AnalysisAssociation Rule Mining from Spatial Data for Crime Analysis
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AutodlAutomated Deep Learning without ANY human intervention. 1'st Solution for AutoDL [email protected]
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Python TrainingPython training for business analysts and traders
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PycmMulti-class confusion matrix library in Python
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Kubectl TraceSchedule bpftrace programs on your kubernetes cluster using the kubectl
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Lets PlotAn open-source plotting library for statistical data.
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Cookbook 2nd CodeCode of the IPython Cookbook, Second Edition, by Cyrille Rossant, Packt Publishing 2018 [read-only repository]
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SnorkelA system for quickly generating training data with weak supervision
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Data Science Stack Cookiecutter🐳📊🤓Cookiecutter template to launch an awesome dockerized Data Science toolstack (incl. Jupyster, Superset, Postgres, Minio, AirFlow & API Star)
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Covid19 DashboardA site that displays up to date COVID-19 stats, powered by fastpages.
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Sci PypeA Machine Learning API with native redis caching and export + import using S3. Analyze entire datasets using an API for building, training, testing, analyzing, extracting, importing, and archiving. This repository can run from a docker container or from the repository.
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Jupyterlab Prodigy🧬 A JupyterLab extension for annotating data with Prodigy
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OrchestA new kind of IDE for Data Science.
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LuxPython API for Intelligent Visual Data Discovery
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Nlp📝 This repository recorded my NLP journey.
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Ansible JupyterhubAnsible role to setup jupyterhub server (deprecated)
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Pandas ProfilingCreate HTML profiling reports from pandas DataFrame objects
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Arcgis Python ApiDocumentation and samples for ArcGIS API for Python
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Cookiecutter Data ScienceA logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
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Ppd599USC urban data science course series with Python and Jupyter
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NbgraderA system for assigning and grading notebooks
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Repo2dockerTurn repositories into Jupyter-enabled Docker images
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Interactive.NET Interactive takes the power of .NET and embeds it into your interactive experiences. Share code, explore data, write, and learn across your apps in ways you couldn't before.
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MlA high-level machine learning and deep learning library for the PHP language.
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JupytemplateTemplates for jupyter notebooks
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BlurrData transformations for the ML era
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MachinelearningcourseA collection of notebooks of my Machine Learning class written in python 3
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ModelchimpExperiment tracking for machine and deep learning projects
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Helm ChartA store of Helm chart tarballs for deploying JupyterHub and BinderHub on a Kubernetes cluster
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Kubernetes ReflectorCustom Kubernetes controller that can be used to replicate secrets, configmaps and certificates.
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Beyond Jupyter🐍💻📊 All material from the PyCon.DE 2018 Talk "Beyond Jupyter Notebooks - Building your own data science platform with Python & Docker" (incl. Slides, Video, Udemy MOOC & other References)
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Responsible Ai WidgetsThis project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.
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NlpaugData augmentation for NLP
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CaerHigh-performance Vision library in Python. Scale your research, not boilerplate.
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Awesome MlopsA curated list of references for MLOps
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Dvc🦉Data Version Control | Git for Data & Models | ML Experiments Management
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