Awesome List Updates on Oct 28, 2023

9 awesome lists updated today.

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1. Awesome Datascience

Comparison / Supervised Learning

• Locally Estimated Scatterplot Smoothing

Comparison / Unsupervised Learning

• Clustering
  • Hierchical clustering
  • k-means
  • Density-based clustering
  • Fuzzy clustering
  • Mixture models

• Self-organizing map

• Adaptive resonance theory

• Hidden Markov Models (HMM)

Comparison / Semi-Supervised Learning

• Clustering

• Generative models

• Low-density separation

• Laplacian regularization

• Heuristic approaches

Comparison / Reinforcement Learning

• Q Learning

• SARSA (State-Action-Reward-State-Action) algorithm

• Temporal difference learning

YouTube Videos & Channels / Book Deals (Affiliated)

• Time Series Modelling and Analysis

2. Awesome Cl

Deployment / Isomorphic web frameworks

• Cloud Init file for SBCL - an init file for providers supporting the cloudinit format (DigitalOcean etc).

3. Awesome Django

Third-Party Packages / Static Assets

• whitenoise (⭐2.7k) - Simplified static file serving for Python websites.

4. Ai Collective Tools

General Writing

• StealthGPT - Generates undetectable AI Content avoiding plagiarism issues. #paid

SEO

• Frase - Content optimization tool that helps businesses create SEO-friendly content quickly and easily. #paid

• Surfer SEO - SEO tool that helps users optimize their content for better search engine rankings. #paid

• GrowthBar - SEO tool designed to help marketers, bloggers, and content teams create SEO-friendly content. #paid

5. Magictools

Engines and Frameworks / Voxel Editors

• 🎉 DotRecast (⭐722) - A port of Recast & Detour, navigation mesh toolset for games, Unity3D, servers, C#.

6. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• zload (⭐14) - Hot Reload for ZSH functions. Enables rapid development.

7. Awesome Mac

Utilities / Productivity

• Journey Navigation - A powerful route planning app with weather along your route, traffic alerts, turn by turn directions, and more.

8. Awesome Java

CLI / Argument Parsing

• Airline - Annotation-based framework for parsing Git-like command-line arguments.

CLI / Text-Based User Interfaces

• Jansi (⭐1.2k) - ANSI escape codes to format console output.

Configuration / Text-Based User Interfaces

• Gestalt (⭐90) - Gestalt offers a comprehensive solution to the challenges of configuration management. It allows you to source configuration data from multiple inputs, merge them intelligently, and present them in a structured, type-safe manner.

Distribution / Text-Based User Interfaces

• Getdown (⭐521) - System for deploying Java applications to end-user computers and keeping them up to date. Developed as an alternative to Java Web Start.

• JavaPackager (⭐1.1k) - Maven and Gradle plugin which provides an easy way to package Java applications in native Windows, macOS or GNU/Linux executables, and generate installers for them.

HTTP Clients / Text-Based User Interfaces

• Apache HttpComponents - Toolset of low-level Java components focused on HTTP and associated protocols.

• Avaje Http Client - Wrapper on JDK 11's HttpClient that adds Feign-like interface among other enhancements.

Monitoring / Text-Based User Interfaces

• Datadog (⭐647) - Modern monitoring & analytics.

• Dropwizard Metrics (⭐7.8k) - Expose metrics via JMX or HTTP and send them to a database.

• hippo4j (⭐5.8k) - Dynamic and observable thread pool framework.

• JavaMelody (⭐3k) - Performance monitoring and profiling.

• Micrometer (⭐4.7k) - Vendor-neutral metrics/observability facade for the most popular metrics/observability libraries.

• Micrometer Tracing (⭐267) - Vendor-neutral distributed tracing facade for the most popular tracer libraries.

Security / Other

• Topaz - Fine-grained authorization for applications with support for RBAC, ABAC, and ReBAC.

Serialization / Other

• Fury (⭐3.3k) - Blazing fast object graph serialization framework powered by JIT and zero-copy.

Testing / Asynchronous

• GreenMail - In-memory email server for integration testing. Supports SMTP, POP3 and IMAP including SSL. (GPL-2.0-only)

Testing / Fixtures

• Datafaker (⭐1.6k) - Modern fake data generator forked from Java Faker.

Utility / Mocking

• dregex (⭐47) - Regular expression engine that uses deterministic finite automata. It supports some Perl-style features and yet retains linear matching time, and also offers set operations.

• JADE - Framework and environment for building and debugging multi-agent systems. (LGPL-2.0-only)

• Semver4j (⭐94) - Lightweight library that helps you handling semantic versioning with different modes.

9. Awesome Emails

Services / Misc

• ForwardMX - Premium email forwarding for your domain name.

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