Awesome List Updates on Aug 14, 2018
9 awesome lists updated today.
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1. Awesome Swift
Other Data
- Disk (⭐3.1k) - Delightful framework for iOS to easily persist structs, images, and data.
2. Awesome Embedded Rust
Architecture support crates / ARM
cortex-a
Low-level access to Cortex-A processors (early state) -
3. Awesome Keycloak
Community Extensions
4. Amas
Ask these people anything!
- Ali Spittel (⭐10) - Teaching code, Python and JavaScript developer, blogger.
5. Free Programming Books (English, By Programming Language)
Ada
- Ada Programming - Wikibooks
Assembly Language / Blazor
- x86 Assembly - Wikibooks
Awk / Non-X86
- An Awk Primer - Wikibooks
C# / Non-X86
- C# Programming - Wikibooks
Clojure / Non-X86
- Clojure Programming - Wikibooks
Erlang / Phoenix
- Erlang Programming - Wikibooks (HTML)
F Sharp / Phoenix
- F# Programming - Wikibooks
Haskell / Spock Framework
- Haskell - Wikibooks
Julia / Vue.js
- Introducing Julia - Wikibooks
LaTeX / TeX / LaTeX
- LaTeX - Wikibooks
Linux / TeX
- Ad Hoc Data Analysis From The Unix Command Line - Wikibooks
Lua / PicoLisp
- Lua Programming - Wikibooks
MATLAB / PicoLisp
- MATLAB Programming - Wikibooks
.NET Framework / PicoLisp
- Game Creation with XNA - Wikibooks
Octave / PicoLisp
- Octave Programming - Wikibooks
OpenSCAD / PicoLisp
- OpenSCAD User Manual - Wikibooks
PHP / PicoLisp
- PHP Programming - Wikibooks
Python / Constraint Logic Programming (extended Prolog)
- A Beginner's Python Tutorial - Wikibooks
- Python Programming - Wikibooks (2.7)
- Python Programming - Wikibooks (PDF) (2.6)
R / Tornado
- R Programming - Wikibooks
Scheme / Play Scala
- Write Yourself a Scheme in 48 Hours - Wikibooks
xBase (dBase / Clipper / Harbour) / Vulkan
- Application Development with Harbour - Wikibooks
6. Awesome Spark
Packages / Language Bindings
- Flambo (⭐607)
- Clojure DSL.
- sparklyr (⭐903)
- An alternative R backend, using
dplyr
.
- sparkle (⭐442)
- Haskell on Apache Spark.
Packages / Notebooks and IDEs
- Apache Zeppelin
- Web-based notebook that enables interactive data analytics with plugable backends, integrated plotting, and extensive Spark support out-of-the-box.
- Spark Notebook (⭐3.1k)
- Scalable and stable Scala and Spark focused notebook bridging the gap between JVM and Data Scientists (incl. extendable, typesafe and reactive charts).
- sparkmagic (⭐1.2k)
- Jupyter magics and kernels for working with remote Spark clusters, for interactively working with remote Spark clusters through Livy (⭐995), in Jupyter notebooks.
Packages / General Purpose Libraries
- Succinct
- Support for efficient queries on compressed data.
Packages / SQL Data Sources
- Spark XML (⭐441)
- XML parser and writer.
- Spark Cassandra Connector (⭐1.9k)
- Cassandra support including data source and API and support for arbitrary queries.
- Spark Riak Connector (⭐57)
- Riak TS & Riak KV connector.
- Mongo-Spark (⭐674)
- Official MongoDB connector.
- OrientDB-Spark (⭐19)
- Official OrientDB connector.
Packages / Bioinformatics
- ADAM (⭐949)
- Set of tools designed to analyse genomics data.
- Hail (⭐874)
- Genetic analysis framework.
Packages / GIS
- Magellan (⭐525)
- Geospatial analytics using Spark.
Packages / Time Series Analytics
- Spark-Timeseries (⭐1.2k)
- Scala / Java / Python library for interacting with time series data on Apache Spark.
- flint (⭐979)
- A time series library for Apache Spark.
Packages / Graph Processing
- Mazerunner (⭐377)
- Graph analytics platform on top of Neo4j and GraphX.
- GraphFrames (⭐919)
- Data frame based graph API.
- neo4j-spark-connector (⭐293)
- Bolt protocol based, Neo4j Connector with RDD, DataFrame and GraphX / GraphFrames support.
- SparklingGraph
- Library extending GraphX features with multiple functionalities useful in graph analytics (measures, generators, link prediction etc.).
Packages / Machine Learning Extension
- dbscan-on-spark (⭐178)
- An Implementation of the DBSCAN clustering algorithm on top of Apache Spark by irvingc and based on the paper from He, Yaobin, et al. MR-DBSCAN: a scalable MapReduce-based DBSCAN algorithm for heavily skewed data.
- Apache SystemML
- Declarative machine learning framework on top of Spark.
- Mahout Spark Bindings [status unknown] - linear algebra DSL and optimizer with R-like syntax.
- spark-sklearn (⭐1.1k)
- Scikit-learn integration with distributed model training.
- JPMML-Spark (⭐95)
- PMML transformer library for Spark ML.
- Distributed Keras (⭐623)
- Distributed deep learning framework with PySpark and Keras.
- ModelDB
- A system to manage machine learning models for
spark.ml
andscikit-learn
.
- Sparkling Water (⭐940)
- H2O interoperability layer.
- BigDL (⭐4.2k)
- Distributed Deep Learning library.
- MLeap (⭐1.4k)
- Execution engine and serialization format which supports deployment of
o.a.s.ml
models without dependency onSparkSession
.
Packages / Middleware
- spark-jobserver (⭐2.8k)
- Simple Spark as a Service which supports objects sharing using so called named objects. JVM only.
- Mist (⭐322)
- Service for exposing Spark analytical jobs and machine learning models as realtime, batch or reactive web services.
- Apache Toree (⭐711)
- IPython protocol based middleware for interactive applications.
Packages / Utilities
- silex (⭐18)
- Collection of tools varying from ML extensions to additional RDD methods.
- sparkly (⭐54)
- Helpers & syntactic sugar for PySpark.
- Flintrock (⭐622)
- A command-line tool for launching Spark clusters on EC2.
Packages / Natural Language Processing
- spark-corenlp (⭐425)
- DataFrame wrapper for Stanford CoreNLP.
Packages / Streaming
- Apache Bahir
- Collection of the streaming connectors excluded from Spark 2.0 (Akka, MQTT, Twitter. ZeroMQ).
Packages / Interfaces
- Apache Beam
- Unified data processing engine supporting both batch and streaming applications. Apache Spark is one of the supported execution environments.
- Blaze (⭐3.1k)
- Interface for querying larger than memory datasets using Pandas-like syntax. It supports both Spark
DataFrames
andRDDs
.
Packages / Testing
- spark-testing-base (⭐1.4k)
- Collection of base test classes.
- spark-fast-tests (⭐383)
- A lightweight and fast testing framework.
Packages / Workflow Management
- Cromwell (⭐881)
- Workflow management system with Spark backend (⭐881).
7. Awesome Code Review
Tools
- Rubberduck Browser extension to adds code-aware navigation to GitHub pull requests.
8. Awesome Sre
Service Level Agreement
9. Awesome Aws
Open Source Repos / Accompanying Repos
- aws-training-demo 🔥 (⭐128) - Demos from the Technical Trainers community.
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