tf-quant-finance
pyhpc-benchmarks
tf-quant-finance | pyhpc-benchmarks | |
---|---|---|
133 | 6 | |
4,283 | 301 | |
1.1% | - | |
2.9 | 3.2 | |
about 2 months ago | 4 months ago | |
Python | Python | |
Apache License 2.0 | The Unlicense |
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tf-quant-finance
pyhpc-benchmarks
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Supercharged high-resolution ocean simulation with Jax
True, but unfortunately Pytorch is not quite there yet when it comes to more complex benchmarks:
https://github.com/dionhaefner/pyhpc-benchmarks#example-resu...
JAX really is the only library that comes close to low-level code on CPU, almost always.
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[D] Does working with Tensorflow affect my chances of getting research internships?
https://github.com/dionhaefner/pyhpc-benchmarks begs to differ.
- GitHub - dionhaefner/pyhpc-benchmarks: A suite of benchmarks for CPU and GPU performance of the most popular high-performance libraries for Python
- HPC Benchmarks for Python
- Pyhpc: Benchmarks for CPU and GPU of the most popular high-perf Python libs
What are some alternatives?
ta-lib-python - Python wrapper for TA-Lib (http://ta-lib.org/).
pyopencl - OpenCL integration for Python, plus shiny features
mlfinlab - MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.
sqloxide - Python bindings for sqlparser-rs
gpustat - ๐ A simple command-line utility for querying and monitoring GPU status
MATDaemon.jl
pybobyqa - Python-based Derivative-Free Optimization with Bound Constraints
3d-ken-burns - an implementation of 3D Ken Burns Effect from a Single Image using PyTorch
quantclean - ๐งน Quantclean is a program that reformats financial dataset to US Equity TradeBar (Quantconnect format)
XLA.jl - "Maybe we have our own magic."
kernel_tuner - Kernel Tuner
XLA.jl - Julia on TPUs