Awesome List Updates on Feb 26, 2022

10 awesome lists updated today.

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1. Awesome Fastapi

Admin

• SQLAlchemy Admin (⭐2.2k) - Admin Panel for FastAPI/Starlette that works with SQLAlchemy models.

Utils / Other Tools

• FastAPI Opentracing (⭐24) - Opentracing middleware and database tracing support for FastAPI.

Official Resources / Other Tools

• Discord - Chat with other FastAPI users.

Docker Images / Other Tools

• inboard (⭐200) - Docker images to power your FastAPI apps and help you ship faster.

• uvicorn-gunicorn-fastapi-docker (⭐2.8k) - Docker image with Uvicorn managed by Gunicorn for high-performance FastAPI web applications in Python 3.7 and 3.6 with performance auto-tuning.

Open Source Projects / Other Tools

• FastAPI Websocket Broadcast (⭐139) - Websocket 'broadcast' demo.

2. Magictools

Engines and Frameworks / Voxel Editors

• 🎉 Pyxel (⭐16k) - a retro game engine for Python.

3. Awesome Micropython

Communications / Serial

• I2C Slave (⭐799) - Uses the Pyboard's I2C slave mode to implement a full duplex asynchronous link. Principal use case is for ESP8266 which has only one UART.

Storage / Flash

• micropython-winbond (⭐14) - Interact with Winbond W25Q Flash chips via SPI.

4. Awesome Zsh Plugins

Plugins / superconsole - Windows-only

• pyenv (xlshiz) (⭐2) - Loads pyenv (⭐43k) into the current shell and provides prompt info via the pyenv_prompt_info function. Also loads pyenv-virtualenv (⭐6.6k) if available.

• pyenv-lazy (⭐49) - Lazy load pyenv (⭐43k). The initial eval "$(pyenv init -)" is executed the first time pyenv is called.

• pyvenv-fast (⭐2) - Launch a Python venv with one command. Designed for use with dotpyvenv (⭐6).

• unwrap (⭐7) - Allows you to remove a directory without removing the contents - it puts them in the directory's parent directory.

5. Awesome Dotfiles

Articles / Introductions

• Managing your dotfiles

6. Awesome Snmp

Libraries / PHP

• opensolutions/OSS_SNMP (⭐108) - A PHP SNMP library for people who hate SNMP, MIBs and OIDs!

Tools / CLIs

• trailofbits/onesixtyone (⭐618) - Fast SNMP Scanner.

• SECFORCE/SNMP-Brute (⭐316) - Fast SNMP brute force, enumeration, CISCO config downloader and password cracking script.

• hatlord/snmpwn (⭐254) - An SNMPv3 User Enumerator and Attack tool.

• zabbix-tools/mib2zabbix (⭐221) - This Perl script will generate a Zabbix v3 Template in XML format from an OID tree in a SNMP MIB file.

Publications / Books

• SNMP MIB Handbook by Larry Walsh - Essential Guide to SNMP MIB Development, Use, and Diagnosis.

• Mauro, D. and Schmidt, K., 2005. Essential SNMP: Help for System and Network Administrators. " O'Reilly Media, Inc.". - Essential SNMP explores both commercial and open source packages, and elements like OIDs, MIBs, community strings, and traps are covered in depth. The book contains five new chapters and various updates throughout.

• Snmp, Snmpv2, Snmpv3, and Rmon 1 and 2 by William Stallings - Presents a concise, focused & practical guide to SNMP-based network & internetwork management for network administrators, managers, & designers.

• Perkins, D. and McGinnis, E., 1997. Understanding SNMP MIBs (p. 528). Englewood Cliffs: Prentice Hall PTR. - The first complete, practical insider's guide to writing SNMP MIBs.

Public servers / Tutorials

• snmp.ireasoning.com - Free public an SNMP agent for testing purpose.

MIB repositories / Tutorials

• oidview.com/mibs - This repository contains over 7000 unique MIBs from various vendors.

7. Awesome Privacy

Audio

• Beatbump (⭐1.1k) - Alternative frontend for YouTube Music; no ads and custom API wrapper.

8. Awesome Icons

Generic

• Icons8 Line Awesome (⭐1.3k) - Swap Font Awesome for modern line icons in one line of code.

9. Dive Into Machine Learning

Getting Help: Questions, Answers, Chats / Some communities to know about!

• /r/LearnMachineLearning

• /r/MachineLearning

• /r/DataIsBeautiful

• /r/DataScience

• Cross-Validated: stats.stackexchange.com

• ossu/data-science has a Discord server and newsletter

Deep Learning / Easier sharing of deep learning models and demos

• fastai/fastbook by Jeremy Howard and Sylvain Gugger — "an introduction to deep learning, fastai and PyTorch."

• explosion/thinc is an interesting library that wraps PyTorch, TensorFlow and MXNet models.
  • "Concise functional-programming approach to model definition, using composition rather than inheritance."
  • "Integrated config system to describe trees of objects and hyperparameters."

Skilling up / Machine Learning and User Experience (UX)

• "Advice on building a machine learning career and reading research papers by Prof. Andrew Ng"

• Some links for finding/following interesting papers/code:
  • Papers With Code is a popular site to follow, and it can lead you to other resources. github.com/paperswithcode
  • MIT: Papers + Code — "Peer-review is the lifeblood of scientific validation and a guardrail against runaway hype in AI. Our commitment to publishing in the top venues reflects our grounding in what is real, reproducible, and truly innovative."
  • papers.labml.ai/papers/weekly, monthly

• Pull requests welcome!

More ways to "Dive into Machine Learning" / Aside: Bayesian Statistics and Machine Learning

• 2022: Machine Learning with PyTorch and Scikit-Learn by Sebastian Raschka, Yuxi (Hayden) Liu, and Vahid Mirjalili

10. Awesome Tmux

Status Bar

• tmux-window-name (⭐243) Names your tmux windows smartly.

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