Awesome List Updates on Oct 30, 2022

6 awesome lists updated today.

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1. Awesome Datascience

Comparison / Supervised Learning

• Ordinary Least Squares

• Logistic Regression

• Stepwise Regression

• Multivariate Adaptive Regression Splines

Comparison / Unsupervised Learning

• Dimension Reduction
  • Principal Component Analysis (PCA)
  • t-SNE; t-distributed Stochastic Neighbor Embedding
  • Factor Analysis
  • Latent Dirichlet Allocation (LDA)

2. Awesome V

Editors

• vPDF (⭐85) - A module to simplify PDF file creation using the V programming language.

Web

• Gitly (⭐1.4k) - A light and fast SCM alternative to GitHub/GitLab written in V.

3. Awesome Docker

Monitoring

• Autoheal (⭐1.6k) - Monitor and restart unhealthy docker containers automatically.

• cAdvisor (⭐18k) - Analyzes resource usage and performance characteristics of running containers. Created by @Google

• Docker-Alertd (⭐106) - Monitor and send alerts based on docker container resource usage/statistics

• Docker-Flow-Monitor (⭐88) - Reconfigures Prometheus when a new service is updated or deployed automatically by @docker-flow

• Dockerana (⭐206) 💀 - packaged version of Graphite and Grafana, specifically targeted at metrics from Docker.

• DockProc - I/O monitoring for containers on processlevel.

• dockprom (⭐6.2k) - Docker hosts and containers monitoring with Prometheus, Grafana, cAdvisor, NodeExporter and AlertManager by @stefanprodan

• Doku (⭐358) - Doku is a simple web-based application that allows you to monitor Docker disk usage. @amerkurev

• Dozzle (⭐9k) - Monitor container logs in real-time with a browser or mobile device. @amir20

• Dynatrace 💲 - Monitor containerized applications without installing agents or modifying your Run commands

• Glances (⭐29k) - A cross-platform curses-based system monitoring tool written in Python by @nicolargo

• InfluxDB, cAdvisor, Grafana (⭐473) - InfluxDB Time series DB in combination with Grafana and cAdvisor by @vegasbrianc

• Logspout (⭐4.7k) - Log routing for Docker container logs by @gliderlabs

• monit-docker (⭐34) - Monitor docker containers resources usage or status and execute docker commands or inside containers. [@decryptus][decryptus]

• NexClipper (⭐565) - NexClipper is the container monitoring and performance management solution specialized in Docker, Apache Mesos, Marathon, DC/OS, Mesosphere, Kubernetes by @Nexclipper

• Out-of-the-box Host/Container Monitoring/Logging/Alerting Stack (⭐536) - Docker host and container monitoring, logging and alerting out of the box using cAdvisor, Prometheus, Grafana for monitoring, Elasticsearch, Kibana and Logstash for logging and elastalert and Alertmanager for alerting. Set up in 5 Minutes. Secure mode for production use with built-in Automated Nginx Reverse Proxy (jwilder's) (⭐19k).

• Sidekick (⭐1.6k) 💲 - Open source live application debugger like Chrome DevTools for your backend. Collect traces and generate logs on-demand without stopping & redeploying your applications.

• SuperVisor CPM Frontend Service (⭐16) and Driver Service (⭐6) 🚧 - A simple and accessible FOSS container performance monitoring service written in Python by @t0xic0der

• SwarmAlert (⭐22) - Monitors a Docker Swarm and sends Pushover alerts when it finds a container with no healthy service task running.

• Zabbix Docker module (⭐1.2k) - Zabbix module that provides discovery of running containers, CPU/memory/blk IO/net container metrics. Systemd Docker and LXC execution driver is also supported. It's a dynamically linked shared object library, so its performance is (~10x) better, than any script solution.

• Zabbix Docker (⭐53) - Monitor containers automatically using zabbix LLD feature.

4. Awesome Asyncio

Web Frameworks

• FastAPI (⭐87k) - A very high performance Python 3.6+ API framework based on type hints. Powered by Starlette and Pydantic.

• Starlette (⭐11k) - A lightweight ASGI framework/toolkit for building high performance services.

• Quart (⭐3.4k) - An asyncio web microframework with the same API as Flask.

Database Drivers

• redis-py (⭐13k) - Redis Python Client (which includes aioreadis (⭐2.3k) now).

Testing

• aresponses (⭐106) - Asyncio http mocking. Similar to the responses (⭐4.3k) library used for requests (⭐53k).

Misc

• kubernetes_asyncio (⭐398) - Asynchronous client library for Kubernetes.

Alternatives to asyncio

• curio (⭐4.1k) - The coroutine concurrency library.
  • Curio-Asyncio Bridge (⭐4.1k) - basic curio -> asyncio coroutine bridge.

• trio (⭐6.6k) - Pythonic async I/O for humans and snake people.
  • trio-asyncio (⭐196) - re-implementation of the asyncio mainloop on top of Trio.

• AnyIO (⭐2.1k) - High level asynchronous concurrency and networking framework that works on top of either trio or asyncio.

5. Awesome Neovim

Motion / Diagnostics

• woosaaahh/sj.nvim (⭐127) - Search based navigation combined with quick jump features.

6. Awesome Vala

Apps / Productivity

• Dino (⭐2.3k) - A modern Jabber/XMPP Client using GTK+/Vala.

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