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125 search results found

Awesome Scalability ⭐ 50,409

The Patterns of Scalable, Reliable, and Performant Large-Scale Systems

Data Science Ipython Notebooks ⭐ 25,668

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.

An open source cybersecurity protocol for syncing decentralized graph data.

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀

Catboost ⭐ 7,564

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

H2o 3 ⭐ 6,618

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

Feast ⭐ 5,342

The Open Source Feature Store for Machine Learning

Vespa ⭐ 5,115

AI + Data, online. https://vespa.ai

Synapseml ⭐ 4,989

Simple and Distributed Machine Learning

Volcano ⭐ 3,577

A Cloud Native Batch System (Project under CNCF)

Data Science Roadmap ⭐ 2,445

Data Science Roadmap from A to Z

The official repository for ROOT: analyzing, storing and visualizing big data, scientifically

Spark ⭐ 1,963

.NET for Apache® Spark™ makes Apache Spark™ easily accessible to .NET developers.

Byzer Lang ⭐ 1,821

Byzer (former MLSQL): A low-code open-source programming language for data pipeline, analytics and AI.

Spark Py Notebooks ⭐ 1,515

Apache Spark & Python (pySpark) tutorials for Big Data Analysis and Machine Learning as IPython / Jupyter notebooks

Optimus ⭐ 1,447

🚚 Agile Data Preparation Workflows made easy with Pandas, Dask, cuDF, Dask-cuDF, Vaex and PySpark

Scikit Learn Intelex ⭐ 1,116

Intel(R) Extension for Scikit-learn is a seamless way to speed up your Scikit-learn application

Datumbox Framework ⭐ 1,089

Datumbox is an open-source Machine Learning framework written in Java which allows the rapid development of Machine Learning and Statistical applications.

Kube Batch ⭐ 1,065

A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC

Kube Batch ⭐ 1,055

A batch scheduler of kubernetes for high performance workload, e.g. AI/ML, BigData, HPC

Distributed DataFrame for Python designed for the cloud, powered by Rust

Automated Deep Learning without ANY human intervention. 1'st Solution for AutoDL challenge@NeurIPS.

Sparkling Water ⭐ 957

Sparkling Water provides H2O functionality inside Spark cluster

Sciblog_support ⭐ 742

Support content for my blog

Pgm Index ⭐ 693

🏅State-of-the-art learned data structure that enables fast lookup, predecessor, range searches and updates in arrays of billions of items using orders of magnitude less space than traditional indexes

Data Science Career ⭐ 661

Career Resources for Data Science, Machine Learning, Big Data and Business Analytics Career Repository

Numba extension for compiling Pandas data frames, Intel® Scalable Dataframe Compiler

Courses ⭐ 590

Answers for Quizzes & Assignments that I have taken

Python Client and Toolkit for DataFrames, Big Data, Machine Learning and ETL in Elasticsearch

oneAPI Data Analytics Library (oneDAL)

Bigartm ⭐ 537

Fast topic modeling platform

Bigslice ⭐ 525

A serverless cluster computing system for the Go programming language

Awesome Data Catalogs ⭐ 441

📙 Awesome Data Catalogs and Observability Platforms.

Api.rss ⭐ 345

RSS as RESTful. This service allows you to transform RSS feed into an awesome API.

100daysofmlcode ⭐ 302

My journey to learn and grow in the domain of Machine Learning and Artificial Intelligence by performing the #100DaysofMLCode Challenge. Now supported by bright developers adding their learnings 👍

Flink Ml ⭐ 270

Machine learning library of Apache Flink

A Clojure dataframe library that runs on Spark

Devops Roadmap ⭐ 266

DevOps methodology & roadmap for a devops developer in 2019. Interesting books to learn new technologies.

An end-to-end machine learning and data mining framework on Hadoop

Verticapy ⭐ 210

VerticaPy is a Python library that exposes sci-kit like functionality to conduct data science projects on data stored in Vertica, thus taking advantage Vertica’s speed and built-in analytics and machine learning capabilities.

Sgdlibrary ⭐ 181

MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20

TipDM建模平台，开源的数据挖掘工具。

Data Science Live Book ⭐ 177

An open source book to learn data science, data analysis and machine learning, suitable for all ages!

A simple Spark-powered ETL framework that just works 🍺

IDP is an open source AI IDE for data scientists and big data engineers.

Datasciencevm ⭐ 161

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

Bigdata Playground ⭐ 154

A complete example of a big data application using : Kubernetes (kops/aws), Apache Spark SQL/Streaming/MLib, Apache Flink, Scala, Python, Apache Kafka, Apache Hbase, Apache Parquet, Apache Avro, Apache Storm, Twitter Api, MongoDB, NodeJS, Angular, GraphQL

Data Algorithms With Spark ⭐ 151

O'Reilly Book: [Data Algorithms with Spark] by Mahmoud Parsian

Tennis Crystal Ball ⭐ 150

Ultimate Tennis Statistics and Tennis Crystal Ball - Tennis Big Data Analysis and Prediction

Bigdata ⭐ 142

hadoop,hbase,storm,spark,etc..

Notebook ⭐ 140

✍ 记录一路走来学习的计算机专业知识，力求构建 AI & CS & SE 知识体系

Sparkling Graph ⭐ 134

SparklingGraph provides easy to use set of features that will give you ability to proces large scala graphs using Spark and GraphX.

Incubator Liminal ⭐ 131

Apache Liminals goal is to operationalise the machine learning process, allowing data scientists to quickly transition from a successful experiment to an automated pipeline of model training, validation, deployment and inference in production. Liminal provides a Domain Specific Language to build ML workflows on top of Apache Airflow.

Acousticbrainz Server ⭐ 126

The server components for the AcousticBrainz project

Machine Learning for HPC Workflows

Macro_ml ⭐ 104

Course Website on Macroeconomic Analysis with Machine Learning and Big Data

Covid19 Sir ⭐ 103

CovsirPhy: Python library for COVID-19 analysis with phase-dependent SIR-derived ODE models.

Explore high-dimensional datasets and how your algo handles specific regions.

Spark With Python ⭐ 98

Fundamentals of Spark with Python (using PySpark), code examples

Deep learning program generator

Classifai ⭐ 96

🔥 One of the most comprehensive open-source data annotation platform.

Knowledge extraction from web data

Bitcoin Value Predictor ⭐ 90

[NOT MAINTAINED] Predicting Bit coin price using Time series analysis and sentiment analysis of tweets on bitcoin

Open Source Handbook ⭐ 81

⭐️ Open source projects for all skill levels

Anovos - An Open Source Library for Scalable feature engineering Using Apache-Spark

Books2rec ⭐ 76

A recommender system built for book lovers.

Hyper Engine ⭐ 69

Python library for Bayesian hyper-parameters optimization

Ineuron Full Stack Data Science Assignments ⭐ 68

This Repository consists of Assignments and projects of the iNeuron Full Stack Data Science Course

Mmtf Pyspark ⭐ 64

Methods for the parallel and distributed analysis and mining of the Protein Data Bank using MMTF and Apache Spark.

Meetups Archivos ⭐ 62

Ppts, códigos y videos de las meetups, data science days, videollamadas y workshops. Data Science Research es una organización sin fines de lucro que busca difundir, descentralizar y difundir los conocimientos en Ciencia de Datos e Inteligencia Artificial en el Perú, dando oportunidades a nuevos talentos mediante MeetUps, Workshops y Semilleros de Conocimiento e Investigación.

Awesome Ai Kubernetes ⭐ 62

❄️ 🐳 Awesome tools and libs for AI, Deep Learning, Machine Learning, Computer Vision, Data Science, Data Analytics and Cognitive Computing that are baked in the oven to be Native on Kubernetes and Docker with Python, R, Scala, Java, C#, Go, Julia, C++ etc

A High-Performance Data Science Toolkit for the Earth Sciences

Datadocs ⭐ 61

Documentation for data enthusiasts

The repository for the Machine Learning and Big Data with kdb+/q book by Novotny et al.

Mmtf Workshop 2018 ⭐ 53

Structural Bioinformatics Training Workshop & Hackathon 2018

Cloud Bigdata Book ⭐ 53

a Wide Shelf for AI and Data Science | Resources 🍔

Riemannian stochastic optimization algorithms: Version 1.0.3

Dépôt pour le cours d'IA par la communauté @DefendIntelligence.

Lime For Time ⭐ 47

Application of the LIME algorithm by Marco Tulio Ribeiro, Sameer Singh, Carlos Guestrin to the domain of time series classification

Scalable R for Machine Learning

The Distributed Computing library for python implemented using PyCOMPSs programming model for HPC.

Subsemble ⭐ 39

subsemble R package for ensemble learning on subsets of data

Aialgorithmsandapplications ⭐ 39

Course Material: AI Algorithms and Applications with Python I + II

整理一些书籍 ,包含 C&C++ 、git 、Java、Keras 、Linux 、NLP 、Python 、Scala 、TensorFlow 、大数据、推荐系统、数据库、数据挖掘、机器学习、深度学习、算法等。

Gendergaptracker ⭐ 36

Scrape news articles and analyze them using NLP to quantify the gender gap in Canadian mainstream media

Sageworks ⭐ 36

SageWorks: An easy to use Python API for creating and deploying SageMaker Models

Write data & AI pipelines in (SQL, Spark, Pandas) and deploy to the cloud, simplified

智能数据探索服务(Intelligent Data Exploration Service)，一站式Data + AI数据解决方案！

Spark Mllib Tutorial ⭐ 31

大数据框架 Spark MLlib 机器学习库基础算法全面讲解,附带齐全的测试文件

Artificial Intelligence Important Documents Collections ⭐ 31

AI technology is significant because it allows software to do human functions—understanding, reasoning, planning, communication, and perception—increasingly effectively, efficiently, and affordably.

Vehicleorientationdataset ⭐ 30

The vehicle orientation dataset is a large-scale dataset containing more than one million annotations for vehicle detection with simultaneous orientation classification using a standard object detection network.

Baskerville ⭐ 30

Security Analytics Engine - Anomaly Detection in Web Traffic

Complete Data Science Roadmap ⭐ 29

Complete Roadmap For Data Science

Appliedmathschoollectures ⭐ 28

Lectures on "crime and political corruption analysis using data mining, machine learning and complex networks" at the School of Applied Mathematics in the Institute of Mathematics and Computer Science at University of São Paulo

Gdlibrary ⭐ 27

Matlab library for gradient descent algorithms: Version 1.0.1

Thepersonalmsds ⭐ 23

The Personal MS(DS) is an initiative to customize the Data Science Masters roadmap according to one's interests hence providing complete autonomy to the learner. The intuition behind #thepersonalmsds is to upgrade skills without formally enrolling into a Master's program at a University

Algorithmstar ⭐ 23

as机器学习库支持各种度量系数的计算，同时具有knn，决策树，线性回归等机器学习基础算法计算组件的实 The AS machine learning library supports various machine learning algorithms, as well as SQL programming for data calculation and a powerful machine vision library, which can easily meet various data processing requirements.

Detecting Malicious Url Machine Learning ⭐ 23

Insightedge ⭐ 22

InsightEdge Core

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