prophet by facebook

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

updated at June 15, 2024, 11:30 p.m.

442 -1

17,949 +22

4,469 -1

pytorch_geometric by pyg-team

Graph Neural Network Library for PyTorch

updated at June 15, 2024, 10:48 p.m.

253 -1

20,441 +37

3,555 +4

pytorch-lightning by PyTorchLightning

Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.

updated at June 15, 2024, 10:48 p.m.

246 +0

27,286 +52

3,274 +6

sklearn-pandas by scikit-learn-contrib

Pandas integration with sklearn

updated at June 15, 2024, 10:46 p.m.

94 +0

2,788 -1

414 +0

pymc by pymc-devs

Bayesian Modeling and Probabilistic Programming in Python

updated at June 15, 2024, 10:04 p.m.

224 -1

8,266 +19

1,952 +13

jax by google

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

updated at June 15, 2024, 10:03 p.m.

326 +1

28,818 +108

2,624 +10

pomegranate by jmschrei

Fast, flexible and easy to use probabilistic modelling in Python.

updated at June 15, 2024, 9:55 p.m.

96 +0

3,278 +2

585 +1

tensorboardX by lanpa

tensorboard for pytorch (and chainer, mxnet, numpy, ...)

updated at June 15, 2024, 9:52 p.m.

86 +0

7,818 +1

863 +0

yellowbrick by DistrictDataLabs

Visual analysis and diagnostic tools to facilitate machine learning model selection.

updated at June 15, 2024, 9:36 p.m.

105 +0

4,227 +6

554 +0

statsforecast by Nixtla

Lightning ⚡️ fast forecasting with statistical and econometric models.

updated at June 15, 2024, 9:06 p.m.

36 +0

3,664 +14

252 +3

optuna by optuna

A hyperparameter optimization framework

updated at June 15, 2024, 9:06 p.m.

117 +0

9,976 +46

971 +4

mlforecast by Nixtla

Scalable machine 🤖 learning for time series forecasting.

updated at June 15, 2024, 8:56 p.m.

13 +0

751 +4

70 +0

dask by dask

Parallel computing with task scheduling

updated at June 15, 2024, 8:27 p.m.

210 -1

12,162 +23

1,683 +3

gym by openai

A toolkit for developing and comparing reinforcement learning algorithms.

updated at June 15, 2024, 8:15 p.m.

1,062 +0

34,089 +37

8,573 +1

sacred by IDSIA

Sacred is a tool to help you configure, organize, log and reproduce experiments developed at IDSIA.

updated at June 15, 2024, 8:12 p.m.

69 +0

4,173 +2

378 +0

Gymnasium by Farama-Foundation

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

updated at June 15, 2024, 8:07 p.m.

40 +0

6,081 +43

703 +8

scikit-plot by reiinakano

An intuitive library to add plotting functionality to scikit-learn objects.

updated at June 15, 2024, 7:52 p.m.

65 +0

2,410 +2

281 +0

dgl by dmlc

Python package built to ease deep learning on graph, on top of existing DL frameworks.

updated at June 15, 2024, 7:02 p.m.

169 +0

13,144 +15

2,978 +1

swifter by jmcarpenter2

A package which efficiently applies any function to a pandas dataframe or series in the fastest available manner

updated at June 15, 2024, 6:55 p.m.

30 +0

2,483 +3

102 +1

scikit-image by scikit-image

Image processing in Python

updated at June 15, 2024, 6:43 p.m.

186 -1

5,926 +10

2,206 -1