pytorch-lightning by PyTorchLightning

Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

created at March 31, 2019, 12:45 a.m.

Python

250 +1

28,392 +45

3,384 +1

GitHub
label-studio by heartexlabs

Label Studio is a multi-type data labeling and annotation tool with standardized output format

created at June 19, 2019, 2 a.m.

JavaScript

178 +1

19,353 +92

2,400 +10

GitHub
seldon-core by SeldonIO

An MLOps framework to package, deploy, monitor and manage thousands of production machine learning models

created at Dec. 20, 2017, 2:51 p.m.

HTML

86 +0

4,385 +5

831 +0

GitHub
great_expectations by great-expectations

Always know what to expect from your data.

created at Sept. 11, 2017, 12:18 a.m.

Python

82 +0

9,988 +15

1,543 +2

GitHub
data-validation by tensorflow

Library for exploring and validating machine learning data

created at July 2, 2018, 3:47 p.m.

Python

49 +1

765 +2

174 +0

GitHub
alibi-detect by SeldonIO

Algorithms for outlier, adversarial and drift detection

created at Oct. 7, 2019, 1:29 p.m.

Jupyter Notebook

41 +0

2,247 +6

225 +1

GitHub
archai by Microsoft

Accelerate your Neural Architecture Search (NAS) through fast, reproducible and modular research.

created at March 5, 2020, 12:54 a.m.

Python

27 +0

467 +0

92 +0

GitHub
model-card-toolkit by tensorflow

A toolkit that streamlines and automates the generation of model cards

created at July 24, 2020, 4:48 p.m.

Python

20 +0

425 +2

85 +0

GitHub
Neuraxle by Neuraxio

The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.

created at March 26, 2019, 9:01 p.m.

Python

19 +0

608 +0

62 +0

GitHub
LiFT by linkedin

The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.

created at July 1, 2020, 10:17 p.m.

Scala

15 +0

168 +0

21 +0

GitHub
robustness_metrics by google-research

None

created at Sept. 4, 2020, 8:24 a.m.

Jupyter Notebook

11 +0

466 +0

33 +0

GitHub
revise-tool by princetonvisualai

REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets --- https://arxiv.org/abs/2004.07999

created at April 16, 2020, 2:35 p.m.

Jupyter Notebook

8 +0

111 +0

18 +0

GitHub
HParams by PetrochukM

Configure Python functions explicitly and safely

created at Sept. 25, 2019, 4:25 a.m.

Python

5 +0

126 +0

8 +0

GitHub