Top 10 Python Scala Projects

• awesome-scala

  2 8,959 2.5 Python

  A community driven list of useful Scala libraries, frameworks and software.

Project mention: I had a great experience with Scala and hopefully it will get more popular | /r/scala | 2023-07-11

last, resources :) if you are still missing something, try looking on the Scaladex or Scala list of awesome which also links to lot of learning material

• BigDL

  5 6,099 9.9 Python

  Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, etc.

  

Project mention: LLaMA Now Goes Faster on CPUs | news.ycombinator.com | 2024-03-31

Any performance benchmark against intel's 'IPEX-LLM'[0] or others?

[0] - https://github.com/intel-analytics/ipex-llm

• Scout Monitoring

  www.scoutapm.com featured

  Free Django app performance insights with Scout Monitoring. Get Scout setup in minutes, and let us sweat the small stuff. A couple lines in settings.py is all you need to start monitoring your apps. Sign up for our free tier today.

  

• papermill

  26 5,666 8.0 Python

  📚 Parameterize, execute, and analyze notebooks

  

Project mention: Spreadsheet errors can have disastrous consequences – yet we keep making them | news.ycombinator.com | 2024-01-25

Pandas docs > Comparison with spreadsheets: https://pandas.pydata.org/docs/getting_started/comparison/co...

Pandas docs > I/O > Excel files: https://pandas.pydata.org/docs/user_guide/io.html#excel-file...

nteract/papermill: https://github.com/nteract/papermill :

> papermill is a tool for parameterizing, executing, and analyzing Jupyter Notebooks. [...]

> This opens up new opportunities for how notebooks can be used. For example:

> - Perhaps you have a financial report that you wish to run with different values on the first or last day of a month or at the beginning or end of the year, using parameters makes this task easier.

"The World Excel Championship is being broadcast on ESPN" (2022) https://news.ycombinator.com/item?id=32420925 :

> Computational notebook speedrun ideas:

• TensorFlowOnSpark

  2 3,870 1.4 Python

  TensorFlowOnSpark brings TensorFlow programs to Apache Spark clusters.

  

• pants

  35 3,146 9.8 Python

  The Pants Build System

  

Project mention: The xz attack shell script | news.ycombinator.com | 2024-04-02

> C/C++'s header system with conditional inclusion

Wouldn't it be more accurate to say something like "older build systems"? I don't think any of the things you listed are "modern". Which isn't a criticism of their legacy! They have been very useful for a long time, and that's to be applauded. But they have huge problems, which is a big part of why newer systems have been created.

FWIW, I have been using pants[0] (v2) for a little under a year. We chose it after also evaluating it and bazel (but not nix, for better or worse). I think it's really really great! Also painful in some ways (as is inevitably the case with any software). And of course it's nearly impossible to entirely stomp out "genrules" use cases. But it's much easier to get much closer to true hermeticity, and I'm a big fan of that.

0: https://www.pantsbuild.org/

• blade-build

  1 2,031 3.9 Python

  Blade is a powerful build system from Tencent, supports many mainstream programming languages, such as C/C++, java, scala, python, protobuf...

Project mention: blade-build VS Bazel - a user suggested alternative | libhunt.com/r/blade-build | 2024-01-28

• arl

  4 1,893 0.0 Python

  lists of most popular repositories for most favoured programming languages (according to StackOverflow)

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• metals-sublime

  1 16 4.1 Python

  Sublime Text package for Metals, a language server for Scala

  

• scala2mts

  1 9 7.5 Python

  Convert Scala files to SysEx files for use with the Prophet rev2 and Cirklon, etc.

Project mention: Scala2MTS — A web app to convert Scala tuning files to MIDI SysEx for use in hardware synths | /r/microtonal | 2023-07-01

Here's the source to both the original script and the web app: https://github.com/unremarkablegarden/scala2mts

• pyspark-starter

  1 2 5.5 Python

  Starter pyspark code with a working combination of all versions

Project mention: PySpark Starter Code and Installation/Debugging Instructions | news.ycombinator.com | 2023-08-18

Python Scala related posts

• A chess terminal user interface implementation

  8 projects | news.ycombinator.com | 5 Dec 2023

• No-GIL mode coming for Python

  7 projects | news.ycombinator.com | 29 Jul 2023

• Personal GPT: A tiny AI Chatbot that runs fully offline on your iPhone

  14 projects | /r/ChatGPT | 30 Jun 2023

• Modern SAT solvers: fast, neat and underused (2018)

  7 projects | news.ycombinator.com | 26 May 2023

• Can we see the Lichess cheat detection stuff?

  3 projects | /r/lichess | 30 Jan 2023

• 40x Faster! We rewrote our project with Rust!

  5 projects | /r/rust | 30 Jan 2023

• Lichess: Over 2023, concurrent players online have been higher than the lockdown and Queen's Gambit boom; servers stable so far (@agadmator knows how to take us down!) - Check out all our features, 100% free to everyone: https://lichess.org/features no paywalls, no ads, 100% for love of chess

  2 projects | /r/chess | 22 Jan 2023
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