Python-Loop-Replacement-with-NumPy-and-PyTorch

Python Loop Replacement with NumPy and PyTorch - Fancy Slicing, UFuncs and equivalent, Aggregations, Sorting and more...

Archived

This repo will no longer be maintained as of Oct 1, 2024 and I will archive it on Github.

Feel free to use the code for you experimentation but no further development is expected

Name		Name	Last commit message	Last commit date
Latest commit History 9 Commits
Assets		Assets
build		build
01_Compare_How_Fast_Are_BuiltIn_Ops.ipynb		01_Compare_How_Fast_Are_BuiltIn_Ops.ipynb
02_Compare_eq_UFUNCS.ipynb		02_Compare_eq_UFUNCS.ipynb
03_Compare_Aggregations.ipynb		03_Compare_Aggregations.ipynb
04_Compare_Broadcasting.ipynb		04_Compare_Broadcasting.ipynb
05_Compare_Where_Select.ipynb		05_Compare_Where_Select.ipynb
06_Compare_Sorting.ipynb		06_Compare_Sorting.ipynb
07_Numpy_Select_Pandas.ipynb		07_Numpy_Select_Pandas.ipynb
08_Compare_CrossEntropy_Softmax_KL_Mean_Std.ipynb		08_Compare_CrossEntropy_Softmax_KL_Mean_Std.ipynb
09_Inverse_Sqrt.ipynb		09_Inverse_Sqrt.ipynb
README.md		README.md
cython_Exact.c		cython_Exact.c
cython_Exact.cpython-39-x86_64-linux-gnu.so		cython_Exact.cpython-39-x86_64-linux-gnu.so
cython_Exact.pyx		cython_Exact.pyx
cython_NewtonRecipSqrt.c		cython_NewtonRecipSqrt.c
cython_NewtonRecipSqrt.cpython-39-x86_64-linux-gnu.so		cython_NewtonRecipSqrt.cpython-39-x86_64-linux-gnu.so
cython_NewtonRecipSqrt.pyx		cython_NewtonRecipSqrt.pyx
setup.py		setup.py