1.d2l-ai / d2l-en
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
+1,407 stars
from 28,575 · score 7.25
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
23 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.onnx / onnx
Open standard for machine learning interoperability
+965 stars
from 20,669 · score 6.87
3.donnemartin / data-science-ipython-notebooks
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.
+472 stars
from 28,914 · score 6.16
4.tqdm / tqdm
:zap: A Fast, Extensible Progress Bar for Python and CLI
+418 stars
from 30,956 · score 6.04
5.wandb / wandb
The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
+334 stars
from 10,977 · score 5.81
6.MLEveryday / 100-Days-Of-ML-Code
100-Days-Of-ML-Code中文版
+134 stars
from 22,099 · score 4.91
7.matterport / Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
+115 stars
from 25,461 · score 4.75
8.vipstone / faceai
一款入门级的人脸、视频、文字检测以及识别的项目.
+77 stars
from 11,017 · score 4.36
9.keras-team / autokeras
AutoML library for deep learning
+65 stars
from 9,275 · score 4.19
10.horovod / horovodArchived
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
+42 stars
from 14,632 · score 3.76
11.keras-team / keras-hub
Pretrained model hub for Keras 3.
+30 stars
from 967 · score 3.43
12.naiveHobo / InvoiceNet
Deep neural network to extract intelligent information from invoice documents.
+29 stars
from 2,671 · score 3.40
13.microsoft / MMdnn
MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch Onnx and CoreML.
+16 stars
from 5,788 · score 2.83
14.keras-rl / keras-rl
Deep Reinforcement Learning for Keras.
+14 stars
from 5,534 · score 2.71
15.AxeldeRomblay / MLBox
MLBox is a powerful Automated Machine Learning python library.
+13 stars
from 1,521 · score 2.64
16.danielegrattarola / spektral
Graph Neural Networks with Keras and Tensorflow 2.
+12 stars
from 2,388 · score 2.56
17.tensorflow / decision-forests
A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
+6 stars
from 686 · score 1.95
18.autonomio / talos
Hyperparameter Experiments with TensorFlow and Keras
+4 stars
from 1,631 · score 1.61
19.adalca / neurite
Neural networks toolbox focused on medical image analysis
+4 stars
from 373 · score 1.61
20.keunwoochoi / kapre
kapre: Keras Audio Preprocessors
+3 stars
from 944 · score 1.39
21.google / qkeras
QKeras: a quantization deep learning library for Tensorflow Keras
+3 stars
from 582 · score 1.39
22.maxpumperla / hyperas
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
+2 stars
from 2,171 · score 1.10
23.maxpumperla / elephas
Distributed Deep learning with Keras & Spark
+1 stars
from 1,573 · score 0.69