Awesome List Updates on Apr 11, 2023
7 awesome lists updated today.
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1. Awesome Polars
Resources / Blog posts
- DuckDB vs Polars vs Spark! - An article that performs a benchmark against duckdb/Polars/spark, with varying row count, with swap usage as another metric, in addition to runtime in seconds. Code used is available on Github here (⭐4).
- Benchmarking PySpark Pandas, Pandas UDFs, and Fugue Polars - A blog post that compares the execution time of fugue (⭐1.8k) + Polars, Pandas UDFs and PySpark Pandas by @kvnkho.
- Pandas vs. Polars: The Battle of Performance - An another blog post that compares the performance between Pandas and Polars across a range of common data manipulation tasks by @makeuseofcode. Code used is available on Github (⭐0).
2. Awesome Integration
Projects / Self-Service Integration
- Microsoft Power Automate - This cloud-based service offers a user-friendly interface to create automated workflows seamlessly, integrating different applications and services with ease, simplifying complex tasks.
3. Awesome Dotnet
IoC
- Microsoft.Extensions.DependencyInjection (⭐14k) - The default IoC container for NET applications.
OpenAI
- Cledev.OpenAI (⭐96) - .NET SDK for OpenAI which includes ChatGPT, DALL-E and Whisper APIs and a Blazor Server playground.
4. Awesome Remote Job
Job boards
- Java Jobs - Remote Java Jobs
- PyJobs.com - Jobs for Python developers
- Remotewide - Find remote jobs with location independent pay
Interviewing
- Meetapro - An Airbnb style mock interview platform with top FAANG interviewers
Newsletters
- Figures - Set your salary requirement and receive remote jobs that pay more
Companies with "remote DNA"
- Custimy - Customer Data Platform for e-commerce. Jobs with Spark, Python, Terraform, AWS, Node and more. EU timezone. HQ in Copenhagen with colleagues all over Europe. Fully remote allowed. Company gatherings and optional travel.
- Iterative - ML Model Development for teams. Remotely worldwide
Communities
- Invide - Invite-only community of experienced remote developers since 2016. Also has a public discord community for newbies.
5. Awesome Generative Deep Art
Large Language Models (LLMs)
- Summary of ChatGPT/GPT-4 Research and Perspective Towards the Future of Large Language Models: paper with "a comprehensive survey of ChatGPT and GPT-4 and their prospective applications across diverse domains"
6. Awesome Newsletters
Frontend
- Frontend Snacks. Get weekly snacks - A code snippet to teach complex topics visually, latest frontend gossip/news and free career dev toolkit delivered fresh in your inbox.
Leadership / Svelte
- Engineering Leadership Snacks. Weekly Snacks on Actionable Leadership tips, a Deep-dive and free Toolbox to excel as a Leader.
7. Awesome Zsh Plugins
Themes / superconsole - Windows-only
- warm-colours (⭐0) - Includes decorators for user@host, current directory and datetime.
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- Next: Apr 10, 2023