Awesome List Updates on Sep 02 - Sep 08, 2019

41 awesome lists updated this week.

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1. Awesome Quantum Computing

Development Tools

• Quantum++ (⭐607) - High performance modern C++11 quantum computing library.

2. Awesome Algorithms

Github Libraries / Randomized Algorithms

• JavaScript
  • by @jiayihu (⭐2.2k)
  • by @felipernb (⭐3.7k)
  • by @nzakas (⭐9.1k)
  • by @duereg (⭐926)
  • by @mgechev (⭐7.9k)
  • by @trekhleb (⭐192k)
  • by @ManrajGrover (⭐203)
  • by @amejiarosario (⭐7.7k)
  • by @zonayedpca (⭐112)

3. Awesome Ruby

Database Tools

• Rein (⭐669) - Database constraints made easy for ActiveRecord.

4. Awesome Bigdata

SQL-like processing

• Apache HCatalog - table and storage management layer for Hadoop.

5. Awesome Selfhosted

Software / Maps and Global Positioning System (GPS)

• OpenStreetMap - Collaborative project to create a free editable map of the world. (Source Code (⭐2.4k), Clients) GPL-2.0 Ruby

6. Awesome Vue

Projects Using Vue.js / Open Source

• Vue Crypto Dashboard (⭐240) - Cryptocurrency Dashboard made with Vue.js

Components & Libraries / UI Components

• vue-sweetalert2 (⭐670) - wrapper for sweatlaert2 with support for TypeScript, Nuxt and SSR

7. Awesome Broadcasting

Animation, Graphics & Video Playout

• Nebula - Media asset management and broadcast automation system.

8. Awesome Ansible

Tools

• Ansible Lint (⭐3.7k) - Checks Playbooks for best practices and behavior that could potentially be improved.

9. Awesome Computational Neuroscience

U.S. West / University of California, Los Angeles

• Admission to UCLA Interdepartmental Ph.D. program in Neuroscience. GRE general test required to: R4837 Field code: 0213

10. Awesome Pentest

Anti-virus Evasion Tools / Tor Tools

• CarbonCopy (⭐1.4k) - Tool that creates a spoofed certificate of any online website and signs an Executable for AV evasion.

11. Awesome Security

Endpoint / Forensics

• Meerkat (⭐461) - PowerShell-based Windows artifact collection for threat hunting and incident response.

12. Awesome Amazon Seller

Software and Tools

• aShop - Effortless microsites for Amazon Sellers. Marketing tool that delivers branded store experience to bring more business and maximize profits.

• Prisync - Price monitoring & tracking SaaS with dynamic pricing and automatching engine.

13. Awesome Code Review

Articles

• On Code Review Short article about tooling and personal elements of code review, from an ex-Facebook engineer.

14. Awesome Ios Books

Swift

• Pro Swift by Paul Hudson

15. Awesome Machine Learning

Go / Natural Language Processing

• go-ngram (⭐114) - In-memory n-gram index with compression. [Deprecated]

• paicehusk (⭐29) - Golang implementation of the Paice/Husk Stemming Algorithm. [Deprecated]

• go-porterstemmer (⭐191) - A native Go clean room implementation of the Porter Stemming algorithm. [Deprecated]

Go / General-Purpose Machine Learning

• birdland (⭐46) - A recommendation library in Go.

• leaves (⭐446) - A pure Go implementation of the prediction part of GBRTs, including XGBoost and LightGBM.

• go-ml-transpiler - An open source Go transpiler for machine learning models.

• golearn (⭐9.4k) - Machine learning for Go.

• goml (⭐1.6k) - Machine learning library written in pure Go.

• gorgonia (⭐5.8k) - Deep learning in Go.

• therfoo (⭐18) - An embedded deep learning library for Go.

• neat (⭐72) - Plug-and-play, parallel Go framework for NeuroEvolution of Augmenting Topologies (NEAT). [Deprecated]

• GoNN (⭐364) - GoNN is an implementation of Neural Network in Go Language, which includes BPNN, RBF, PCN. [Deprecated]

• go-dnn (⭐8) - Deep Neural Networks for Golang (powered by MXNet)

Go / Spatial analysis and geometry

• go-geom (⭐921) - Go library to handle geometries.

• gogeo (⭐1.8k) - Spherical geometry in Go.

Go / Data Analysis / Data Visualization

• gota (⭐3.2k) - Dataframes.

• gonum/mat - A linear algebra package for Go.

• gonum/optimize - Implementations of optimization algorithms.

• gonum/plot - A plotting library.

• gonum/stat - A statistics library.

• glot (⭐405) - Glot is a plotting library for Golang built on top of gnuplot.

• globe (⭐1.6k) - Globe wireframe visualization.

• gonum/graph - General-purpose graph library.

• go-graph (⭐94) - Graph library for Go/Golang language. [Deprecated]

Credits / Misc

• References for Go were mostly cut-and-pasted from gopherdata (⭐882)

16. Awesome Dotnet Core

Frameworks, Libraries and Tools / Database Tools and Utilities

• EFCorePowerTools (⭐2.4k) - Entity Framework Core Power Tools - reverse engineering, migrations and model visualization for EF Core.

Frameworks, Libraries and Tools / Misc

• JqueryDataTablesServerSide (⭐231) - ASP.NET Core Server Side Processing library for Jquery DataTables with Multiple Column Filtering, Sorting and Pagination at database level with Excel Export and TagHelper support.

17. Awesome Javascript

Form Widgets / Other

• analytics (⭐2.6k) - A lightweight, extendable analytics library designed to work with any third-party analytics provider to track page views, custom events, & identify users.

18. Awesome Composer

Plugins / IRC

• Composer-Downloads-Plugin (⭐7) - Lightweight mechanism to download external resources (ZIP/TAR files) with only a url and path.

Setup a Packagist Mirror / IRC

• Packagist Mirror (⭐199) - This script helps to setup a packagist mirror. It is the maintained and stable version of Packagist Crawler (⭐57).

Packagist-compatible repositories / IRC

• Firegento - A Composer Repository providing Magento Modules.

19. Awesome Opengl

Profile Loaders

• glbindify (⭐4) - Command line tool to generate C bindings for OpenGL, wgl, and glX.

Videos

• Jamie King - Comprehensive tutorials about modern OpenGL and Qt.

20. Awesome Hbase

Infrastructure / Transactions

• Omid (⭐89) - Transactional support for HBase.

21. Awesome React Native

UI

• react-native-sortable-gridview ★4 - A React Native sortable and draggable Grid View Component.

22. Awesome Ipfs

Tools

• orbit-db (⭐8.6k) - OrbitDB is a serverless, distributed, peer-to-peer database that uses IPFS as its data storage and IPFS Pubsub to automatically sync databases with peers.

23. Awesome Blazor

E-Books / Others

• An Introduction to Building Applications with Blazor - August 24, 2019 - An Introduction to Building Applications with Blazor: How to get started creating applications using this exciting easy to use Microsoft C# framework

24. Awesome Mac

Reading and Writing Tools / RSS

• NetNewsWire - It’s a free and open source feed reader for macOS.

Developer Tools / API Development and Analysis

• Paw - Advanced HTTP client.

25. Awesome Streaming

Table of Contents / Streaming Engine

• Gearpump (⭐762) [Scala] - lightweight real-time distributed streaming engine built on Akka.

26. Awesome Swift

UI / Barcode

• FlexibleHeader (⭐75) - A container view that responds to scrolling of UIScrollView.

• OverlayContainer (⭐1.2k) - OverlayContainer makes it easier to develop overlay based interfaces, such as the one presented in the Apple Maps or Stocks apps.

Alert / Barcode

• AwaitToast (⭐146) - 🍞 An async waiting toast with basic toast. Inspired by facebook posting toast.

27. Tools

Color

• Image Color Picker

28. Awesome Php

Table of Contents / Content Management Systems (CMS)

• TYPO3 - An enterprise level CMS.

29. Awesome Python Data Science

Machine Learning / General Purpose Machine Learning

• scikit-learn - Machine learning in Python.

• xLearn (⭐3.1k) - High Performance, Easy-to-use, and Scalable Machine Learning Package.

• cuML (⭐4.8k) - RAPIDS Machine Learning Library.

• modAL (⭐2.3k) - Modular active learning framework for Python3.

• Sparkit-learn (⭐1.2k) - PySpark + scikit-learn = Sparkit-learn.

• mlpack (⭐5.4k) - A scalable C++ machine learning library (Python bindings).

• MLxtend (⭐5k) - Extension and helper modules for Python's data analysis and machine learning libraries.

• Reproducible Experiment Platform (REP) (⭐696) - Machine Learning toolbox for Humans.

• scikit-multilearn (⭐939) - Multi-label classification for python.

• seqlearn (⭐697) - Sequence classification toolkit for Python.

• pystruct (⭐668) - Simple structured learning framework for Python.

• RuleFit (⭐422) - Implementation of the rulefit.

• metric-learn (⭐1.4k) - Metric learning algorithms in Python.

• pyGAM (⭐898) - Generalized Additive Models in Python.

Machine Learning / Ensemble Methods

• ML-Ensemble - High performance ensemble learning.

• stacked_generalization (⭐117) - Library for machine learning stacking generalization.

• vecstack (⭐692) - Python package for stacking (machine learning technique).

Machine Learning / Imbalanced Datasets

• imbalanced-algorithms (⭐239) - Python-based implementations of algorithms for learning on imbalanced data.

Machine Learning / Random Forests

• rpforest (⭐224) - A forest of random projection trees.

• sklearn-random-bits-forest (⭐9) - Wrapper of the Random Bits Forest program written by (Wang et al., 2016).

• rgf_python (⭐381) - Python Wrapper of Regularized Greedy Forest.

Machine Learning / Kernel Methods

• pyFM (⭐926) - Factorization machines in python.

• fastFM (⭐1.1k) - A library for Factorization Machines.

• tffm (⭐781) - TensorFlow implementation of an arbitrary order Factorization Machine.

• liquidSVM (⭐67) - An implementation of SVMs.

• scikit-rvm (⭐238) - Relevance Vector Machine implementation using the scikit-learn API.

• ThunderSVM (⭐1.6k) - A fast SVM Library on GPUs and CPUs.

Deep Learning / PyTorch

• PyTorch (⭐91k) - Tensors and Dynamic neural networks in Python with strong GPU acceleration.

• ignite (⭐4.7k) - High-level library to help with training neural networks in PyTorch.

Deep Learning / TensorFlow

• TensorFlow (⭐191k) - Computation using data flow graphs for scalable machine learning by Google.

• TensorLayer (⭐7.4k) - Deep Learning and Reinforcement Learning Library for Researcher and Engineer.

• TFLearn (⭐9.6k) - Deep learning library featuring a higher-level API for TensorFlow.

• Sonnet (⭐9.9k) - TensorFlow-based neural network library.

• Polyaxon (⭐3.7k) - A platform that helps you build, manage and monitor deep learning models.

• tensorflow-upstream (⭐694) - TensorFlow ROCm port.

• TensorFlow Fold (⭐1.8k) - Deep learning with dynamic computation graphs in TensorFlow.

• TensorLight (⭐11) - A high-level framework for TensorFlow.

• Mesh TensorFlow (⭐1.6k) - Model Parallelism Made Easier.

Model Explanation / Others

• Alibi (⭐2.5k) - Algorithms for monitoring and explaining machine learning models.

• anchor (⭐804) - Code for "High-Precision Model-Agnostic Explanations" paper.

• aequitas (⭐725) - Bias and Fairness Audit Toolkit.

• Contrastive Explanation (⭐44) - Contrastive Explanation (Foil Trees).

• yellowbrick (⭐4.4k) - Visual analysis and diagnostic tools to facilitate machine learning model selection.

• scikit-plot (⭐2.4k) - An intuitive library to add plotting functionality to scikit-learn objects.

• shap (⭐24k) - A unified approach to explain the output of any machine learning model.

• ELI5 (⭐2.8k) - A library for debugging/inspecting machine learning classifiers and explaining their predictions.

• Lime (⭐12k) - Explaining the predictions of any machine learning classifier.

• FairML (⭐364) - FairML is a python toolbox auditing the machine learning models for bias.

• L2X (⭐124) - Code for replicating the experiments in the paper Learning to Explain: An Information-Theoretic Perspective on Model Interpretation.

• PDPbox (⭐860) - Partial dependence plot toolbox.

• PyCEbox (⭐165) - Python Individual Conditional Expectation Plot Toolbox.

• Skater - Python Library for Model Interpretation.

• model-analysis (⭐1.3k) - Model analysis tools for TensorFlow.

• themis-ml (⭐126) - A library that implements fairness-aware machine learning algorithms.

• treeinterpreter (⭐759) - Interpreting scikit-learn's decision tree and random forest predictions.

• AI Explainability 360 (⭐1.7k) - Interpretability and explainability of data and machine learning models.

• Auralisation (⭐42) - Auralisation of learned features in CNN (for audio).

• CapsNet-Visualization (⭐395) - A visualization of the CapsNet layers to better understand how it works.

• lucid (⭐4.7k) - A collection of infrastructure and tools for research in neural network interpretability.

• Netron (⭐31k) - Visualizer for deep learning and machine learning models (no Python code, but visualizes models from most Python Deep Learning frameworks).

• FlashLight - Visualization Tool for your NeuralNetwork.

Genetic Programming / Others

• gplearn (⭐1.7k) - Genetic Programming in Python.

• DEAP (⭐6.1k) - Distributed Evolutionary Algorithms in Python.

• karoo_gp (⭐164) - A Genetic Programming platform for Python with GPU support.

• monkeys (⭐125) - A strongly-typed genetic programming framework for Python.

• sklearn-genetic (⭐322) - Genetic feature selection module for scikit-learn.

Optimization / Others

• Spearmint (⭐1.6k) - Bayesian optimization.

• BoTorch (⭐3.3k) - Bayesian optimization in PyTorch.

• SMAC3 (⭐1.2k) - Sequential Model-based Algorithm Configuration.

• Optunity (⭐421) - Is a library containing various optimizers for hyperparameter tuning.

• hyperopt (⭐7.4k) - Distributed Asynchronous Hyperparameter Optimization in Python.

• hyperopt-sklearn (⭐1.6k) - Hyper-parameter optimization for sklearn.

• sklearn-deap (⭐774) - Use evolutionary algorithms instead of gridsearch in scikit-learn.

• sigopt_sklearn (⭐75) - SigOpt wrappers for scikit-learn methods.

• SafeOpt (⭐147) - Safe Bayesian Optimization.

• scikit-optimize (⭐2.8k) - Sequential model-based optimization with a scipy.optimize interface.

• Solid (⭐579) - A comprehensive gradient-free optimization framework written in Python.

• PySwarms (⭐1.3k) - A research toolkit for particle swarm optimization in Python.

• Platypus (⭐615) - A Free and Open Source Python Library for Multiobjective Optimization.

• GPflowOpt (⭐272) - Bayesian Optimization using GPflow.

• POT (⭐2.6k) - Python Optimal Transport library.

• Talos (⭐1.6k) - Hyperparameter Optimization for Keras Models.

• nlopt (⭐2.1k) - Library for nonlinear optimization (global and local, constrained or unconstrained).

Statistics / NLP

• pandas_summary (⭐519) - Extension to pandas dataframes describe function.

• Pandas Profiling (⭐13k) - Create HTML profiling reports from pandas DataFrame objects.

• scikit-posthocs (⭐369) - Pairwise Multiple Comparisons Post-hoc Tests.

• Alphalens (⭐3.8k) - Performance analysis of predictive (alpha) stock factors.

Evaluation / Synthetic Data

• recmetrics (⭐579) - Library of useful metrics and plots for evaluating recommender systems.

• Metrics (⭐1.6k) - Machine learning evaluation metric.

Computations / Synthetic Data

• numpy - The fundamental package needed for scientific computing with Python.

• Dask (⭐13k) - Parallel computing with task scheduling.

• bottleneck (⭐1.1k) - Fast NumPy array functions written in C.

• CuPy (⭐10k) - NumPy-like API accelerated with CUDA.

• scikit-tensor (⭐406) - Python library for multilinear algebra and tensor factorizations.

• numdifftools (⭐266) - Solve automatic numerical differentiation problems in one or more variables.

• quaternion (⭐637) - Add built-in support for quaternions to numpy.

• adaptive (⭐1.2k) - Tools for adaptive and parallel samping of mathematical functions.

Spatial Analysis / Synthetic Data

• GeoPandas (⭐4.8k) - Python tools for geographic data.

• PySal (⭐1.4k) - Python Spatial Analysis Library.

Quantum Computing / Synthetic Data

• QML (⭐205) - A Python Toolkit for Quantum Machine Learning.

Conversion / Synthetic Data

• ONNX (⭐19k) - Open Neural Network Exchange.

• MMdnn (⭐5.8k) - A set of tools to help users inter-operate among different deep learning frameworks.

30. Awesome Perl

Commercial WebServices / DSP

• PagerDuty::Agent - A perl PagerDuty client

31. Machine Learning with Ruby

Machine Learning Libraries / Deep learning

• ruby-dnn (⭐47) - Simple deep learning for Ruby.

32. Awesome Embedded and Iot Security

Case Studies / RFID NFC Tools

• Binary Hardening in IoT products

33. Awesome Bioie

Journals and Events / Journals

• NAR - Nucleic Acids Research. Has a broad biomolecular focus but is particularly notable for its annual database issue.

Tutorials / Pre-LLM Guides, Lectures, and Courses

• JensenLab text mining exercises

Techniques and Models / BERT models

• ClinicalBERT - Two language models trained on clinical text have similar names. Both are BERT models trained on the text of clinical notes from the MIMIC-III dataset.
  • Alsentzer et al Clinical BERT (⭐725) - paper
  • Huang et al ClinicalBERT (⭐421) - paper

34. Awesome Remote Job

Tools / Communication

• Whereby – Browser-based, plugin-less group video calls.

35. Awesome Sre

Reliability

• Taming chaos: Preparing for your next incident

Service Level Agreement

• Backblaze Durability is 99.999999999% — And Why It Doesn’t Matter

36. Awesome Laravel

Popular Packages / Media & Document Management

• Laravel FFmpeg (⭐1.7k) - This package provides an integration with FFmpeg for Laravel 5.8.

37. Awesome Actions

GitHub Tools and Management / Docker Container Actions

• Publish GitHub Releases with Assets (⭐4.9k)

Utility / Docker Container Actions

• Update Maxmind Databases (⭐5)

• Debug with SSH over tmate (⭐3.2k) - Debug the Action directly by providing a SSH connection.

Static Analysis / Linting

• Run Go lint checks on PR event (⭐10)

38. Awesome Deep Learning Resources

Practical Resources / Librairies and Implementations

• Neuraxle (⭐613) - Neuraxle is a Machine Learning (ML) library for building neat pipelines, providing the right abstractions to both ease research, development, and deployment of your ML applications.

39. Awesome Deep Learning

Researchers / Conferences

• MAIS - Montreal AI Symposium

Researchers / Frameworks

• Neuraxle - A general-purpose ML pipelining framework (⭐613)

40. Awesome Aws

Open Source Repos / Elastic Container Service

• ecs-demo-php-simple-app 🔥 (⭐172) - Simple PHP app.

Open Source Repos / Glacier

• vsespb/mt-aws-glacier 🔥🔥🔥 (⭐539) - Perl Multithreaded Multipart sync to Glacier.

Open Source Repos / S3

• rlmcpherson/s3gof3r 🔥🔥🔥🔥 (⭐1.1k) - Fast, concurrent, streaming access, includes a CLI.

Open Source Repos / Miscellaneous Repos

• Netflix/archaius 🔥🔥🔥🔥🔥 (⭐2.5k) - Library for configuration management API.

41. Awesome Ocaml

Developer Tools

• Code coverage:
  • Bisect_ppx (⭐310)

Language-related

• Inlined records in constructors

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