prophet by facebook

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

created at Nov. 16, 2016, 1:50 a.m.

453 +0

18,512 +34

4,532 +1

onnx by onnx

Open standard for machine learning interoperability

created at Sept. 7, 2017, 4:53 a.m.

438 +1

17,934 +31

3,669 -1

LightGBM by Microsoft

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

created at Aug. 5, 2016, 5:45 a.m.

434 +0

16,698 +19

3,834 +1

vision by pytorch

Datasets, Transforms and Models specific to Computer Vision

created at Nov. 9, 2016, 11:11 p.m.

435 -1

16,257 +43

6,956 +5

pyecharts by pyecharts

🎨 Python Echarts Plotting Library

created at June 22, 2017, 2:50 a.m.

380 +1

14,906 +10

2,852 -2

imgaug by aleju

Image augmentation for machine learning experiments.

created at July 10, 2015, 8:31 p.m.

229 +0

14,417 +14

2,444 +0

horovod by horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

created at Aug. 9, 2017, 7:39 p.m.

335 +0

14,260 +10

2,240 -1

albumentations by albumentations-team

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

created at June 6, 2018, 3:10 a.m.

129 +1

14,258 +30

1,649 +2

flair by flairNLP

A very simple framework for state-of-the-art Natural Language Processing (NLP)

created at June 11, 2018, 11:04 a.m.

204 +0

13,940 +9

2,104 +0

dvc by iterative

🦉 Data Versioning and ML Experiments

created at March 4, 2017, 8:16 a.m.

135 +0

13,902 +30

1,187 +1

nltk by nltk

NLTK Source

created at Sept. 7, 2009, 10:53 a.m.

463 +0

13,626 +24

2,886 -2

dlib by davisking

A toolkit for making real world machine learning and data analysis applications in C++

created at Jan. 29, 2014, 12:45 a.m.

479 +2

13,563 +21

3,380 +6

dgl by dmlc

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

created at April 20, 2018, 2:49 p.m.

175 +0

13,549 +17

3,015 +0

dask by dask

Parallel computing with task scheduling

created at Jan. 4, 2015, 6:50 p.m.

212 +0

12,600 +21

1,709 +0

seaborn by mwaskom

Statistical data visualization in Python

created at June 18, 2012, 6:41 p.m.

264 +0

12,572 +19

1,926 +5

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

lime by marcotcr

Lime: Explaining the predictions of any machine learning classifier

created at March 15, 2016, 10:18 p.m.

261 +0

11,615 +14

1,810 +3

ludwig by ludwig-ai

Low-code framework for building custom LLMs, neural networks, and other AI models

created at Dec. 27, 2018, 11:58 p.m.

194 +0

11,186 +7

1,194 +2

optuna by optuna

A hyperparameter optimization framework

created at Feb. 21, 2018, 6:12 a.m.

119 +1

10,913 +41

1,037 +6

dopamine by google

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

created at July 26, 2018, 9:58 a.m.

425 +0

10,569 +8

1,375 -2