pandas

5 Tools ersetzen pandas, davon 2 als Drop-in

ModinDrop-in

Modin: Scale your Pandas workflows by changing a single line of code

Import modin.pandas instead and the same code runs on every core through Ray or Dask. Unsupported calls fall back to pandas.

Sprache
Python
Sterne
10k
Neuestes Release
0.37.1
Letzter Push
2026-02-10
cuDFDrop-in

cuDF - GPU DataFrame Library

cudf.pandas runs pandas code unchanged on an NVIDIA GPU, falling back to the CPU where needed.

Sprache
C++
Sterne
9.8k
Neuestes Release
v26.08.01
Letzter Push
2026-10-06
PolarsVollwertiger Ersatz

Extremely fast Query Engine for DataFrames, written in Rust

Multi-threaded DataFrames with lazy queries, in Rust with Python bindings, and a different API.

Sprache
Rust
Lizenz
MIT
Sterne
40k
Neuestes Release
py-2.0.0
Letzter Push
2026-10-06
DaskTeilweise

Parallel computing with task scheduling

pandas-like DataFrames split into partitions, processed in parallel or on a cluster, with part of the pandas API.

Sprache
Python
Sterne
14k
Neuestes Release
2026.8.0
Letzter Push
2026-09-29
IbisTeilweise

the portable Python dataframe library

A dataframe API that compiles to SQL and runs on DuckDB, Polars, PostgreSQL, BigQuery and other backends.

Sprache
Python
Sterne
6.7k
Neuestes Release
12.0.0
Letzter Push
2026-10-05

Mehr aus DataFrame libraries