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docs/awesome/awesome-agi-cocosci.md

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#### Nonparametric Model
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* [A Bayesian Analysis of Some Non-parametric Problems](https://people.stat.sc.edu/hansont/stat740/Ferguson1973.pdf) - ***The Annals of Statistics***, 1973. [[All Versions](https://scholar.google.com/scholar?cluster=3969163427460060902&hl=en&as_sdt=0,5)]. A classic review on non-parametric problems.
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* [A Bayesian Analysis of Some Non-parametric Problems](https://www.jstor.org/stable/2958008?seq=1) - ***The Annals of Statistics***, 1973. [[All Versions](https://scholar.google.com/scholar?cluster=3969163427460060902)]. [[Preprint](https://people.stat.sc.edu/hansont/stat740/Ferguson1973.pdf)]. A classic review on non-parametric problems.
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* [Mixtures of Dirichlet Process with Applications to Bayesian Nonparametric Problems](https://people.eecs.berkeley.edu/~jordan/courses/281B-spring04/readings/antoniak.pdf) - ***The Annals of Statistics***, 1974. [[All Versions](https://scholar.google.com/scholar?cluster=17937202534282344046&hl=en&as_sdt=0,5)]. The original paper on Dirichlet Process modeling for non-parametric problems.
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docs/awesome/awesome-angular.md

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##### Certification
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* [Certificates.dev](https://certificates.dev/angular) - Obtain your Certification of Competence as an Angular Developer.
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* [Certificates.dev](https://certificates.dev/angular) - Obtain your Certification of Competence as an Angular Developer. **[Free Weekend Feb 22-23](https://certificates.dev/angular/free-weekend)** UNLIMITED ACCESS TO ANGULAR MID-LEVEL CERTIFICATION TRAINING. Includes all theory, coding challenges, quizzes, and even a mock exam!
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* [Angular Academy CA](https://www.angularacademy.ca/angular-certification) - Angular Academy is the #1 provider of hands-on instructor-led classroom training in Canada!
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* [Hackerrank](https://www.hackerrank.com/skills-verification/angular_basic) - Angular (Basic) Skills Certification Test.
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* [Edureka](https://www.edureka.co/angular-training) - Angular Certification Course Online.
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* [ngx-nighthawk](https://github.com/evenuxjs/ngx-nighthawk) - It offers a comprehensive set of components that are highly configurable and user-friendly. This package integrates the best open-source tools, such as Bootstrip — a streamlined version of Bootstrap that focuses solely on Grid and Utility features.
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* [tableau-ui-angular](https://github.com/serionist/tableau-ui-angular) - A third-party component library that brings Tableau-style components to Angular.
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* [ng-verse](https://github.com/lukonik/ng-verse) - A collection of feature-rich Angular components, directives, and pipes. Unlike traditional UI libraries, it requires no installation—just copy and paste what you need into your project. Check the [docs](https://www.ng-verse.dev/) for more.
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* [primitives](https://github.com/radix-ng/primitives) - Angular port of [Radix UI](https://www.radix-ui.com/) Primitives. Accessible. Customizable.
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##### Material Based
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docs/awesome/awesome-ansible.md

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- [Ansible Vagrant Examples by geerlingguy](https://github.com/geerlingguy/ansible-vagrant-examples) - Ansible examples using Vagrant to deploy to local VMs.
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- [Ansible playbook for Linux machine setup](https://github.com/olivomarco/my-ansible-linux-setup) - Ansible playbook for setting up a self-updating, hardened Debian/Ubuntu machine with Docker daemon.
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- [Ansible Lockdown](https://github.com/ansible-lockdown) - Ansible content to assist in both auditing and remediating against [CIS](https://www.cisecurity.org/#/) or [STIG](https://public.cyber.mil/stigs/) baseline compliance for OS's and Applications.
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- [DevSec Hardening Framework](https://dev-sec.io/) - The DevSec collection helps you harden your Linux Based OS as well as MySQL, NGINX and SSH Server/Services.
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- [T.A.D.S. boilerplate](https://github.com/Thomvaill/tads-boilerplate) - Provision and deploy a Docker Swarm cluster to development environment and to production. Infrastructure as Code and DevOps best practices.
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- [Openstack Ansible](https://github.com/openstack/openstack-ansible) - Ansible Playbooks for deploying [OpenStack](https://www.openstack.org/).

docs/awesome/awesome-bitcoin-payment-processors.md

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A curated list of awesome Bitcoin payment processors enabling merchants, businesses and nonprofits to accept Bitcoin payments.
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Why are they awesome?
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1. They are either immune to financial censorship or they don't practice it.
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2. They accept Bitcoin via native Bitcoin addresses and don't require wallets to use the [controversial payment protocol](https://blog.samouraiwallet.com/post/169222582782/bitpay-qr-codes-are-no-longer-valid-important).
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3. They don't [block payments by IPs/locations](https://twitter.com/alex_kaul/status/1090211252331208705).
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## Self-Hosted Bitcoin Payment Processors
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| [BitcartCC](https://bitcartcc.com) | No fees | Yes | Yes | No | 1 GB RAM, 10 GB Storage, Docker |
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| [LnMe](https://github.com/bumi/lnme) | No fees | Yes | Yes | No | LND node |
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| [SatSale](https://github.com/SatSale/SatSale) | No fees | Yes | Yes | Weakhands: [swap to USDT on Liquid](https://github.com/SatSale/SatSale/blob/471c8c03bbc269df1f322f6484b6e7a7364e5b34/config.toml#L101), no-KYC | Python. Bitcoin node, Lightning node & WooCommerce optional. |
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| [CypherpunkPay](https://cypherpunkpay.org/) | No fees | No | Yes | No | Linux (1GB RAM) |
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| [Keagate](https://github.com/dilan-dio4/Keagate) | No fees | No | Yes | No | 1 GB RAM, Unix |
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| [LNURL Daemon](https://github.com/yanascz/lnurld) | No fees | Yes | Yes | No | LND node |
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### Non-Custodial
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These processors use your wallets for receiving payments.
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| Processor | Fees | Lightning | Directly to Your Wallet | Conversion to Fiat | Requirements |
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| --------- |:----:|:---------:|:-----------------------:|:------------------:| ------------ |
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| [Blockonomics](https://www.blockonomics.co/merchants) | 1% | No | Yes | Via [Payment Forwarding](https://www.blockonomics.co/views/payment_forwarding.html) | No |
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| [Bittery.io](https://bittery.io/) | No fees | Yes | Yes | Via [Payment Forwarding](https://www.blockonomics.co/views/payment_forwarding.html) and [Exchange Integration](https://redbtc.org/flows/integrations/kraken-exchange/) | No |
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| [Payscrypt](https://payscrypt.com/) | No fees | No | Yes | No | No |
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| [Bitrequest](https://bitrequest.io/) | No fees | Yes | Yes | No | No |
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| [Zaprite](https://zaprite.com/) | $25 per month | Yes | Yes | No | No |
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| [Paymento](https://paymento.io/) | 0.5% | No | Yes | No | No |
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### Custodial
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⚠ The following processors use their own wallets for receiving payments. They not only collect data about payments, they have full control over the funds.
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The following processors use their own wallets, not yours, for receiving payments.
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⚠ They not only collect data about payments, they have full control over the funds. There are many risks associated with custodians, which might end up with lost/locked funds.
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⚠ Most of them have KYC/AML requirements, which poses a serious threat to your and your customers' privacy.
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| Processor | Fees | Lightning | Directly to Your Wallet | Conversion to Fiat | Requirements |
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| --------- |:----:|:---------:|:-----------------------:|:------------------:| ------------ |
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| [Confirmo](https://confirmo.net/) | 0.8% | Yes | No | Yes | Information about business / website. May require certain documents. |
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| [CoinGate](https://coingate.com/accept-bitcoin) | 1% (merchant) + some [variable service fee](https://support.coingate.com/en/109/why-does-coingate-charge-service-fee) (customer) | Yes | No | Yes | Requires [a lot of information and business documents](https://blog.coingate.com/2019/05/verify-merchant-account-faq), officially translated in english. |
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| [Confirmo](https://confirmo.net/) | 1.3% (0.8% invoicing + 0.5% payouts) | Yes | No | Yes | Information about business / website. May require certain documents. |
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| [CoinGate](https://coingate.com/accept) | 1% (merchant) + some [variable service fee](https://support.coingate.com/en/109/why-does-coingate-charge-service-fee) (customer) | Yes | No | Yes | Requires [a lot of information and business documents](https://blog.coingate.com/2019/05/verify-merchant-account-faq), officially translated in english. |
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| [CoinPayments](https://www.coinpayments.net/) | 0.5% | Yes | No | No | On withdrawal may require a number of forms of identification and will require settlement of any outstanding amounts. |
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| [GloBee](https://globee.com/) | 1% ($10 min. invoice) | Yes | No | Via [Luno](https://www.luno.com) and [Uphold](https://uphold.com/) | Information about business / website. May require certain documents. |
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| [OpenNode](https://www.opennode.co/) | 1% | Yes | No | Yes | Requires [KYC/KYB documents](https://help.opennode.com/en/articles/3654899-kyc-and-kyb-requirements) |
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| [Strike](https://strike.acinq.co/) | 1% | Only | No | No | For companies, the name of a company and a physical address. |
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| [Strike](https://strike.me/business/) | 1% | Only | No | No | Requires [basic business info, documents, identity verifications of owners and operators](https://strike.me/faq/how-do-i-sign-up-for-a-strike-business-account/). |
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| [Coinremitter](https://coinremitter.com/) | 0.23% + 0.0001 | No | No | No | No |
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| [Utrust](https://utrust.com/) | 1% | No | No | Yes | Require certain documents. |
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| [NOWPayments](https://nowpayments.io/) | ≤0.5% | No | No | No | KYC/AML procedure applied to certain clients, wallet addresses and select assets. |
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| [COINQVEST](https://www.coinqvest.com/) | 0.5-1%, [Free to try](https://www.coinqvest.com/en/pricing) | No | No | Yes (USD, EUR, ARS, BRL, NGN) | Requires KYC verification. |
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| [ElenPAY](https://elenpay.tech) | ≤1% | Yes | Yes | No (Soon) | Low KYC |
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| [Speed](https://tryspeed.com/) | 1% | Yes | No | No | No |
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docs/awesome/awesome-datascience.md

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- [Is Data Science a Good Career?](https://www.scaler.com/blog/is-data-science-a-good-career/)
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- [The Future of Data Science: Predictions and Trends](https://www.appliedaicourse.com/blog/future-of-data-science/)
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- [Data Science and Machine Learning: What’s The Difference?](https://www.appliedaicourse.com/blog/data-science-and-machine-learning-whats-the-difference/)
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- [AI in Data Science: Uses, Roles, and Tools](https://www.scaler.com/blog/ai-in-data-science/)
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- [Top 13 Data Science Programming Languages](https://www.appliedaicourse.com/blog/data-science-programming-languages/)
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docs/awesome/awesome-developer-first.md

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* [GoCodeo](https://www.gocodeo.com/)- An AI coding & testing agent.
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* [Kite](https://www.kite.com/) - AI assistant in your IDE (Python or JS).
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* [MarsCode](https://www.marscode.com/?utm_source=github&utm_medium=rm) - AI-powered cloud-based IDE.
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* [OneCompiler](https://onecompiler.com/) - A versatile, AI-powered Online IDE supporting over 70+ programming languages, designed for developers to write, compile, and execute code seamlessly.
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*Declare your infrastructure and reproducibly provision cloud infrastructure from it.*

docs/awesome/awesome-graphql.md

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- [siler](https://github.com/leocavalcante/siler) - Plain-old functions providing a declarative API for GraphQL servers with Subscriptions support.
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- [graphql-request-builder](https://github.com/dpauli/php-graphql-request-builder) - Builds request payload in GraphQL structure.
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- [drupal/graphql](https://www.drupal.org/project/graphql) - Craft and expose a GraphQL schema for Drupal 9 and 10.
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- [jerowork/graphql-schema-builder](https://github.com/jerowork/graphql-attribute-schema) - Easily build your GraphQL schema for webonyx/graphql-php using PHP attributes instead of large configuration arrays.
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docs/awesome/awesome-mac.md

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* [Studio 3T](https://studio3t.com/) - the Ultimate GUI for MongoDB. ![Freeware][Freeware Icon]
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* [SurrealDB](https://github.com/surrealdb/surrealdb) - A scalable, distributed, collaborative, document-graph database, for the realtime web. [![Open-Source Software][oss icon]](https://github.com/surrealdb/surrealdb)
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* [Tableau Public](https://public.tableau.com/s/) - Free data-visualization software. ![Freeware][Freeware Icon]
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* [TablePlus](https://tableplus.io) - Supports: PostgreSQL, MySQL, RedShift, MariaDB... High-end security ensured. [![Open-Source Software][OSS Icon]](https://github.com/TablePlus/TablePlus) ![Freeware][Freeware Icon]
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* [TablePlus](https://tableplus.io) - Supports: PostgreSQL, MySQL, RedShift, MariaDB... High-end security ensured.
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If you come across websites offering pirated software or cracks, please post [HERE](https://github.com/jaywcjlove/awesome-mac/issues/17). We love apps, but only authentic ones. :)
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* [Setapp](https://setapp.com) - The best apps for Mac in one suite.
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* [Setapp](https://setapp.sjv.io/c/6018600/343321/5114) - The best free and paid apps (like CleanShot, Bartender, Paste, TablePlus, etc.) in one suite for only 10$/month!
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docs/awesome/awesome-micropython.md

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* [micropython-nunchuck](https://github.com/kfricke/micropython-nunchuck) - Driver for Nunchuk game controller, I2C interface.
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* [esp32-microgamepad-ble](https://github.com/insighio/esp32-microgamepad-ble) - Dual analog joystick on ESP32 over BLE (Nordic UART Service - NUS) using MicroPython.
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* [micropython-joystick-2-unit](https://github.com/HowManyOliversAreThere/micropython-joystick-2-unit) - Driver for the [M5Stack Joystick 2 Unit](https://docs.m5stack.com/en/unit/Unit-JoyStick2).
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* [micropython-redis](https://github.com/dwighthubbard/micropython-redis) - A Redis client implementation designed for use with MicroPython.
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* [picoredis](https://github.com/SpotlightKid/picoredis) - A very minimal Redis client (not only) for MicroPython.
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* [micropg](https://github.com/nakagami/micropg) - PostgreSQL database driver for MicroPython.
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* [micropg_lite](https://github.com/TimonW-Dev/micropg_lite) - Lightweight version of micropg with some slight limitations (e.g. error handling), in order to run on low-RAM microcontrollers (works with ESP8266).
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* [micropg_superlite](https://github.com/TimonW-Dev/micropg_superlite) - The lightest PostgreSQL database driver for micropython based on micropg_lite/micropg, but has even stronger restrictions in functionality and focuses only on the absolutely necessary functions.
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* [micropython-cratedb](https://github.com/crate/micropython-cratedb/) - MicroPython driver for CrateDB databases.
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* [nmongo](https://github.com/nakagami/nmongo) - MongoDB client for CPython and MicroPython, with MongoDB shell-like APIs.
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* [MicroPyDatabase](https://github.com/sungkhum/MicroPyDatabase) - A low-memory JSON-based database for MicroPython.

docs/awesome/awesome-network-analysis.md

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- [nngt](https://nngt.readthedocs.io) - Library-agnostic graph generation and analysis that wraps around `networkx`, `igraph` and `graph-tool`). Includes normalized graph measures, advanced visualizations, (geo)spatial tools, and interfaces for neuroscience simulators.
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- [npartite](https://github.com/ike002jp/npartite) - Python algorithms for community detection in n-partite networks.
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- [parag](https://github.com/rraadd88/parag) - Interactive visualization of higher-order graphs in Python.
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- [pathpy](https://www.pathpy.net/) - Analysis of time series data on networks using higher-order and multi-order graphical models.
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- [PyGraphistry](https://github.com/graphistry/pygraphistry) - Python library to extract, transform, and visually explore big graphs.
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- [python-louvain](https://perso.crans.org/aynaud/communities/) - A solid implementation of Louvain community detection algorithm.

docs/awesome/awesome-rest.md

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* [apistar](https://github.com/encode/apistar) - A smart Web API framework, designed for Python 3.
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* [Falcon](https://github.com/falconry/falcon) - Falcon is a bare-metal Python web API framework for building high-performance microservices, app backends, and higher-level frameworks.
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* [FastAPI](https://github.com/tiangolo/fastapi) - FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints. With automatic API documentation using Swagger UI and ReDoc, based on OpenAPI and JSON Schema.
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* [Zato](https://zato.io) - Platform for building server-side integrations, automations and API backends in Python.
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