deepchecks by deepchecks

Deepchecks: Tests for Continuous Validation of ML Models & Data. Deepchecks is a holistic open-source solution for all of your AI & ML validation needs, enabling to thoroughly test your data and models from research to production.

created at Oct. 11, 2021, 2:48 p.m.

22 +0

3,624 +10

254 +0

pycaret by pycaret

An open-source, low-code machine learning library in Python

created at Nov. 23, 2019, 6:40 p.m.

136 +1

8,955 +26

1,774 +3

chemicalx by AstraZeneca

A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

created at Dec. 6, 2021, 3:32 p.m.

22 +0

714 +2

88 +0

tensorlight by bsautermeister

TensorLight - A high-level framework for TensorFlow

created at Oct. 19, 2016, 2:35 p.m.

3 +0

11 +0

5 +0

chaos_genius by chaos-genius

ML powered analytics engine for outlier detection and root cause analysis.

created at May 27, 2021, 8:13 a.m.

11 +0

733 +2

83 +0

DI-engine by opendilab

OpenDILab Decision AI Engine. The Most Comprehensive Reinforcement Learning Framework B.P.

created at July 4, 2021, 7:11 a.m.

22 +0

3,088 +14

373 +1

dirty_cat by dirty-cat

Machine learning on dirty tabular data (legacy clone of skrub)

created at March 12, 2018, 11:32 p.m.

0 +0

16 +0

4 +0

greykite by linkedin

A flexible, intuitive and fast forecasting library

created at April 27, 2021, 5:05 p.m.

39 +0

1,813 +0

106 +1

envd by tensorchord

🏕️ Reproducible development environment

created at April 11, 2022, 9:04 a.m.

22 +0

2,039 +13

160 +1

mlforecast by Nixtla

Scalable machine 🤖 learning for time series forecasting.

created at April 26, 2021, 8:58 p.m.

12 +0

899 +7

88 +0

darts by unit8co

A python library for user-friendly forecasting and anomaly detection on time series.

created at Sept. 13, 2018, 3:17 p.m.

61 +0

8,087 +20

881 +2

statsforecast by Nixtla

Lightning ⚡️ fast forecasting with statistical and econometric models.

created at Nov. 24, 2021, 2:19 a.m.

41 -1

3,988 +17

283 +1

neuralforecast by Nixtla

Scalable and user friendly neural :brain: forecasting algorithms.

created at April 26, 2021, 12:15 a.m.

36 -1

3,099 +16

357 +0

feature_engine by feature-engine

Feature engineering package with sklearn like functionality

created at Dec. 31, 2018, 1:47 a.m.

33 +0

1,924 +4

312 +0

sktime by sktime

A unified framework for machine learning with time series

created at Nov. 6, 2018, 3:08 p.m.

108 +0

7,947 +19

1,375 +6

mxnet by apache

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

created at April 30, 2015, 4:21 p.m.

1,070 +1

20,782 +5

6,786 -1

snorkel by snorkel-team

A system for quickly generating training data with weak supervision

created at Feb. 26, 2016, 5:52 a.m.

166 +0

5,809 +2

857 +0

cleanlab by cleanlab

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

created at May 11, 2018, 1:55 a.m.

90 +0

9,757 +52

751 -1

dataprep by sfu-db

Open-source low code data preparation library in python. Collect, clean and visualization your data in python with a few lines of code.

created at May 12, 2019, 10:37 p.m.

27 +0

2,066 +2

206 +0

autogluon by autogluon

Fast and Accurate ML in 3 Lines of Code

created at July 29, 2019, 6:51 p.m.

97 +0

8,042 +23

928 +1