xarray by pydata

N-D labeled arrays and datasets in Python

created at Sept. 30, 2013, 5:21 p.m.

106 -1

3,620 +5

1,084 +3

numexpr by pydata

Fast numerical array expression evaluator for Python, NumPy, Pandas, PyTables and more

created at Nov. 30, 2013, 10:33 p.m.

60 +0

2,238 +3

212 +0

DALEX by ModelOriented

moDel Agnostic Language for Exploration and eXplanation

created at Feb. 18, 2018, 3:24 a.m.

50 +0

1,375 +2

166 +0

sk-transformers by chrislemke

A collection of pandas & scikit-learn compatible transformers for preprocessing and feature engineering 🛠

created at Sept. 18, 2022, 1:52 p.m.

3 +0

8 +0

0 +0

ydata-synthetic by ydataai

Synthetic data generators for tabular and time-series data

created at May 4, 2020, 3:52 p.m.

32 +0

1,441 +2

235 +0

pandera by unionai-oss

A light-weight, flexible, and expressive statistical data testing library

created at Nov. 1, 2018, 2:18 a.m.

20 +0

3,390 +17

310 +0

ydata-profiling by ydataai

1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.

created at Jan. 9, 2016, 11:47 p.m.

152 +0

12,533 +13

1,685 +3

traceml by polyaxon

Engine for ML/Data tracking, visualization, explainability, drift detection, and dashboards for Polyaxon.

created at March 25, 2016, 9:59 p.m.

13 +0

504 +0

43 +0

zoofs by jaswinder9051998

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

created at July 11, 2020, 8:33 a.m.

5 +1

243 +1

46 +0

NitroFE by NITRO-AI

NitroFE is a Python feature engineering engine which provides a variety of modules designed to internally save past dependent values for providing continuous calculation.

created at Aug. 26, 2021, 11:09 a.m.

4 +0

106 +0

7 +0

geemap by gee-community

A Python package for interactive geospatial analysis and visualization with Google Earth Engine.

created at March 8, 2020, 3:21 p.m.

116 +0

3,473 +5

1,087 +2

skpro by sktime

A unified framework for tabular probabilistic regression, time-to-event prediction, and probability distributions in python

created at Sept. 11, 2017, 8:03 a.m.

11 -1

249 +1

46 +1

BayesianOptimization by bayesian-optimization

A Python implementation of global optimization with gaussian processes.

created at June 6, 2014, 8:18 a.m.

131 +0

7,919 +23

1,544 +2

shap by shap

A game theoretic approach to explain the output of any machine learning model.

created at Nov. 22, 2016, 7:17 p.m.

245 +1

22,880 +52

3,290 +0

hamilton by DAGWorks-Inc

Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.

created at Feb. 23, 2023, 5:16 p.m.

17 +1

1,864 +9

124 +1

qiskit by Qiskit

Qiskit is an open-source SDK for working with quantum computers at the level of extended quantum circuits, operators, and primitives.

created at March 3, 2017, 5:02 p.m.

219 +1

5,261 +20

2,369 +7

sonnet by deepmind

TensorFlow-based neural network library

created at April 3, 2017, 11:34 a.m.

423 +0

9,778 +6

1,299 +1

trfl by deepmind

TensorFlow Reinforcement Learning

created at Aug. 8, 2018, 2:44 p.m.

205 +0

3,134 +0

386 +0

jraph by deepmind

A Graph Neural Network Library in Jax

created at Nov. 23, 2020, 10:27 a.m.

39 +0

1,375 +1

90 +0

optax by deepmind

Optax is a gradient processing and optimization library for JAX.

created at June 12, 2020, 3:45 p.m.

36 +0

1,697 +8

193 +3