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 +0

27,968 +89

2,561 +15

milvus by milvus-io

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

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

274 +1

26,905 +174

2,590 +16

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.

247 +1

26,904 +88

3,250 +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 -1

26,477 +25

7,725 +4

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.

1,373 +0

26,362 +17

7,819 +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.

943 +0

26,146 +6

5,453 -2

netron by lutzroeder

Visualizer for neural network, deep learning and machine learning models

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

295 +0

26,115 +73

2,667 +8

fastai by fastai

The fastai deep learning library

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

609 -2

25,621 +32

7,514 +4

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.

912 +0

25,584 +33

8,665 +2

darknet by pjreddie

Convolutional Neural Networks

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

912 +0

25,293 +25

21,306 +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

25,095 +1

12,926 -3

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.

937 +0

23,174 +30

4,504 -1

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

22,538 +32

3,993 +0

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.

1,471 -1

21,324 +30

14,828 +1

mindsdb by mindsdb

The platform for customizing AI from enterprise data

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

379 +1

21,295 +76

2,693 +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.

1,070 +0

20,716 +4

6,817 -1

dash by plotly

Data Apps & Dashboards for Python. No JavaScript Required.

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

417 +1

20,498 +27

1,987 +2

pytorch_geometric by pyg-team

Graph Neural Network Library for PyTorch

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

254 +0

20,132 +55

3,528 -2

bokeh by bokeh

Interactive Data Visualization in the browser, from Python

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

442 +0

18,840 +25

4,165 +1

recommenders by recommenders-team

Best Practices on Recommendation Systems

created at Sept. 19, 2018, 10:06 a.m.

270 -1

17,980 +38

2,990 +3