jax by google

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

created at Oct. 25, 2018, 9:25 p.m.

321 -2

28,129 +86

2,576 +9

milvus by milvus-io

A cloud-native vector database, storage for next generation AI applications

created at Sept. 16, 2019, 6:43 a.m.

273 -1

27,124 +127

2,618 +13

pytorch-lightning by PyTorchLightning

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

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

246 +0

27,032 +56

3,259 +5

data-science-ipython-notebooks by donnemartin

Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.

created at Jan. 23, 2015, 7:38 p.m.

1,619 +0

26,524 +16

7,731 +3

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers by CamDavidsonPilon

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

created at Jan. 14, 2013, 3:46 p.m.

1,375 +0

26,397 +16

7,821 +0

netron by lutzroeder

Visualizer for neural network, deep learning and machine learning models

created at Dec. 26, 2010, 12:53 p.m.

295 +0

26,264 +88

2,673 +5

Detectron by facebookresearch

FAIR's research platform for object detection research, implementing popular algorithms like Mask R-CNN and RetinaNet.

created at Oct. 5, 2017, 5:32 p.m.

942 -1

26,150 +4

5,453 +1

fastai by fastai

The fastai deep learning library

created at Sept. 9, 2017, 5:43 p.m.

609 +0

25,667 +25

7,516 +3

xgboost by dmlc

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

created at Feb. 6, 2014, 5:28 p.m.

911 -1

25,617 +21

8,666 +1

darknet by pjreddie

Convolutional Neural Networks

created at April 11, 2014, 7:59 a.m.

910 -2

25,334 +13

21,311 +4

handson-ml by ageron

⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.

created at Feb. 16, 2016, 7:48 p.m.

1,087 +0

25,093 +0

12,929 +4

ML-From-Scratch by eriklindernoren

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

created at Feb. 5, 2017, 12:11 p.m.

938 +0

23,218 +20

4,506 -2

homemade-machine-learning by trekhleb

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

created at Nov. 1, 2018, 4:34 a.m.

940 +0

22,567 +16

3,999 +2

mindsdb by mindsdb

The platform for customizing AI from enterprise data

created at Aug. 2, 2018, 5:56 p.m.

380 +1

21,417 +69

2,708 +9

pydata-book by wesm

Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media

created at June 30, 2012, 6:39 p.m.

1,472 +0

21,371 +21

14,855 +12

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.

1,069 +0

20,713 -1

6,812 -2

dash by plotly

Data Apps & Dashboards for Python. No JavaScript Required.

created at April 10, 2015, 1:53 a.m.

419 +1

20,582 +47

1,991 -1

pytorch_geometric by pyg-team

Graph Neural Network Library for PyTorch

created at Oct. 6, 2017, 4:03 p.m.

255 +1

20,225 +59

3,532 +3

bokeh by bokeh

Interactive Data Visualization in the browser, from Python

created at March 26, 2012, 3:40 p.m.

443 +1

18,868 +12

4,161 -1

qdrant by qdrant

Qdrant - High-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

created at May 30, 2020, 9:37 p.m.

119 +1

18,110 +100

1,227 +15