SPO600 project part 1

1. Pandas

   1 425 45,260 9.9 Python

   Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

   

2. Judoscale

   judoscale.com featured

   Save 47% on cloud hosting with autoscaling that just works. Judoscale integrates with Django, FastAPI, Celery, and RQ to make autoscaling easy and reliable. Save big, and say goodbye to request timeouts and backed-up task queues.

   

3. booknlp

   2 1 841 2.0 Python

   BookNLP, a natural language processing pipeline for books

   

4. optuna

   3 35 11,798 9.9 Python

   A hyperparameter optimization framework

   

5. nsimd

   4 2 332 0.0 C

   Agenium Scale vectorization library for CPUs and GPUs

   

   I've decided to switch to something better, and after a few hours of searching, I found this repository: NSIMD https://github.com/agenium-scale/nsimd FastDifferentialCoding https://github.com/lemire/FastDifferentialCoding VS https://github.com/VcDevel/Vc XSIMD https://github.com/xtensor-stack/xsimd

6. FastDifferentialCoding

   5 1 52 10.0 C

   Fast differential coding functions (using SIMD instructions)

   

   I've decided to switch to something better, and after a few hours of searching, I found this repository: NSIMD https://github.com/agenium-scale/nsimd FastDifferentialCoding https://github.com/lemire/FastDifferentialCoding VS https://github.com/VcDevel/Vc XSIMD https://github.com/xtensor-stack/xsimd

7. Vc

   6 7 1,479 5.1 C++

   SIMD Vector Classes for C++

   

   I've decided to switch to something better, and after a few hours of searching, I found this repository: NSIMD https://github.com/agenium-scale/nsimd FastDifferentialCoding https://github.com/lemire/FastDifferentialCoding VS https://github.com/VcDevel/Vc XSIMD https://github.com/xtensor-stack/xsimd

8. xsimd

   7 5 2,356 8.6 C++

   C++ wrappers for SIMD intrinsics and parallelized, optimized mathematical functions (SSE, AVX, AVX512, NEON, SVE))

   

   I've decided to switch to something better, and after a few hours of searching, I found this repository: NSIMD https://github.com/agenium-scale/nsimd FastDifferentialCoding https://github.com/lemire/FastDifferentialCoding VS https://github.com/VcDevel/Vc XSIMD https://github.com/xtensor-stack/xsimd

9. InfluxDB

   influxdata.com featured

   InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.

   

10. highway

    8 77 4,568 9.6 C++

    Performance-portable, length-agnostic SIMD with runtime dispatch

    

    I was shocked to find this project from google repo: https://github.com/google/highway and I even wrote an email to the owner repo to see what progress they did and everything about SIMD/SVE instructions inside the repo:

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