Awesome Data Analysis
Section: Useful Python Tools for Data Analysis · Outlier, adversarial and drift detection.
Entry
Appears in 6 awesome lists
alibi-detect is a Python package focused on outlier, adversarial and concept drift detection.
Section: Useful Python Tools for Data Analysis · Outlier, adversarial and drift detection.
Section: Drift Detection · An open source Python library focused on outlier, adversarial and drift detection.
Section: Libraries · high-quality toolkit for outlier, adversarial, and drift detection across modalities
Section: Industry-strength Anomaly Detection · alibi-detect is a Python package focused on outlier, adversarial and concept drift detection.
Section: Evaluation · Algorithms for outlier, adversarial and drift detection.
Section: Tooling · Python library focused on outlier, adversarial and drift detection.
| Python | - Parallel computing with task scheduling in Python with a Pandas like API
| Rust, Python | - Polars is a blazingly fast DataFrames library implemented in Rust using Apache Arrow Columnar Format as memory model.
(label: good first issue) Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Vaex is a high performance Python library for lazy Out-of-Core DataFrames (similar to Pandas), to visualize and explore big tabular datasets. Vaex uses memory mapping, zero memory copy policy and lazy computations for best performance (no memory wasted).
is an open source, NumPy-aware optimizing compiler for Python sponsored by Anaconda, Inc. It uses the LLVM compiler project to generate machine code from Python syntax. Numba can compile a large subset of numerically-focused Python, including many NumPy functions. Additionally, Numba has support…
| Python | - Modin: Speed up your Pandas workflows by changing a single line of code