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Top 10 Python Scala Projects
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BigDL
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, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, ModelScope, etc.
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InfluxDB
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.
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blade-build
Blade is a powerful build system from Tencent, supports many mainstream programming languages, such as C/C++, java, scala, python, protobuf...
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arl
lists of most popular repositories for most favoured programming languages (according to StackOverflow)
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
Project mention: I had a great experience with Scala and hopefully it will get more popular | /r/scala | 2023-07-11last, 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
Any performance benchmark against intel's 'IPEX-LLM'[0] or others?
[0] - https://github.com/intel-analytics/ipex-llm
Project mention: Spreadsheet errors can have disastrous consequences – yet we keep making them | news.ycombinator.com | 2024-01-25Pandas 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:
> 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/
Project mention: blade-build VS Bazel - a user suggested alternative | libhunt.com/r/blade-build | 2024-01-28
Project mention: Scala2MTS — A web app to convert Scala tuning files to MIDI SysEx for use in hardware synths | /r/microtonal | 2023-07-01Here's the source to both the original script and the web app: https://github.com/unremarkablegarden/scala2mts
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
- No-GIL mode coming for Python
- Personal GPT: A tiny AI Chatbot that runs fully offline on your iPhone
- Modern SAT solvers: fast, neat and underused (2018)
- Can we see the Lichess cheat detection stuff?
- 40x Faster! We rewrote our project with Rust!
- 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
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A note from our sponsor - InfluxDB
www.influxdata.com | 26 Apr 2024
Index
What are some of the best open-source Scala projects in Python? This list will help you:
Project | Stars | |
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1 | awesome-scala | 8,927 |
2 | BigDL | 5,910 |
3 | papermill | 5,623 |
4 | TensorFlowOnSpark | 3,863 |
5 | pants | 3,098 |
6 | blade-build | 2,025 |
7 | arl | 1,880 |
8 | metals-sublime | 16 |
9 | scala2mts | 9 |
10 | pyspark-starter | 2 |
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