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add profiler
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wangzhe3224 committed Aug 5, 2024
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- [Fundamental libraries](#fundamental-libraries)
- [Computation](#computation)
- [Python Performance Booster](#python-performance-booster)
- [Python Profilers](#python-profilers)
- [Alternative libraries](#alternative-libraries)
- [Numpy Alternatives](#numpy-alternatives)
- [Pandas Alternatives](#pandas-alternatives)
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- [NumExpr](https://github.com/pydata/numexpr) ![GitHub last commit (branch)](https://img.shields.io/github/last-commit/pydata/numexpr/master) | `Python`, `C++` | - Fast numerical array expression evaluator for Python, NumPy, PyTables, pandas, bcolz and more
- [pandarallel](https://github.com/nalepae/pandarallel) ![GitHub last commit (branch)](https://img.shields.io/github/last-commit/nalepae/pandarallel/master) | `Python` | - A simple and efficient tool to parallelize Pandas operations on all available CPUs

### Python Profilers

- [py-spy](https://github.com/benfred/py-spy) ![GitHub last commit (branch)](https://img.shields.io/github/last-commit/benfred/py-spy/master) - Sampling profiler for Python programs
- [pyinstrument](https://github.com/joerick/pyinstrument) ![GitHub last commit (branch)](https://img.shields.io/github/last-commit/joerick/pyinstrument/main) - Call stack profiler for Python. Shows you why your code is slow!
- [Memray](https://github.com/bloomberg/memray) ![GitHub last commit (branch)](https://img.shields.io/github/last-commit/bloomberg/memray/main) - Memray is a memory profiler for Python

### Alternative libraries

#### Numpy Alternatives
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