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The Top 4,519 Python Keras Open Source Projects

Keras ⭐ 57,226
Deep Learning for humans
dependent packages 330total releases 68most recent commit a day agopypi keras} Downloads
Data Science Ipython Notebooks ⭐ 23,924
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.
most recent commit 4 months ago
Tqdm ⭐ 23,922
A Fast, Extensible Progress Bar for Python and CLI
dependent packages 9,310total releases 130most recent commit a day agopypi tqdm} Downloads
Mask_rcnn ⭐ 22,523
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
total releases 5most recent commit a month ago
100 Days Of Ml Code ⭐ 17,892
100-Days-Of-ML-Code中文版
most recent commit 10 months ago
D2l En ⭐ 16,330
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 400 universities from 60 countries including Stanford, MIT, Harvard, and Cambridge.
most recent commit 2 days ago
Onnx ⭐ 14,008
Open standard for machine learning interoperability
dependent packages 245total releases 26most recent commit a day agopypi onnx} Downloads
Horovod ⭐ 12,983
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
dependent packages 10total releases 72most recent commit 3 days agopypi horovod} Downloads
Best Of Ml Python ⭐ 12,586
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
most recent commit 3 days ago
Eat_tensorflow2_in_30_days ⭐ 9,591
Tensorflow2.0 🍎🍊 is delicious, just eat it! 😋😋
most recent commit 4 months ago
Keras Gan ⭐ 8,842
Keras implementations of Generative Adversarial Networks.
most recent commit 2 months ago
Autokeras ⭐ 8,730
AutoML library for deep learning
dependent packages 3total releases 57most recent commit 3 days agopypi autokeras} Downloads
Keras Yolo3 ⭐ 7,059
A Keras implementation of YOLOv3 (Tensorflow backend)
most recent commit 3 months ago
Faceai ⭐ 6,666
一款入门级的人脸、视频、文字检测以及识别的项目.
most recent commit 3 years ago
Deepo ⭐ 6,312
Setup and customize deep learning environment in seconds.
most recent commit 8 days ago
Deep Learning Models ⭐ 6,266
Keras code and weights files for popular deep learning models.
most recent commit 5 years ago
Einops ⭐ 6,261
Deep learning operations reinvented (for pytorch, tensorflow, jax and others)
dependent packages 260total releases 7most recent commit 18 days agopypi einops} Downloads
Asrt_speechrecognition ⭐ 6,205
A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统
most recent commit 2 days ago
Techniques ⭐ 5,856
Techniques for deep learning with satellite & aerial imagery
most recent commit 4 days ago
Mmdnn ⭐ 5,623
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.
total releases 10most recent commit 4 months ago
Wandb ⭐ 5,403
🔥 A tool for visualizing and tracking your machine learning experiments. This repo contains the CLI and Python API.
dependent packages 232total releases 237most recent commit a day agopypi wandb} Downloads
Keras Rl ⭐ 5,348
Deep Reinforcement Learning for Keras.
dependent packages 2total releases 7most recent commit 2 months agopypi keras-rl} Downloads
Ai Learn ⭐ 5,131
人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Py tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域
most recent commit 7 months ago
Chineseocr ⭐ 4,953
yolo3+ocr
most recent commit 5 months ago
Bert4keras ⭐ 4,769
keras implement of transformers for humans
dependent packages 11total releases 72most recent commit 2 months agopypi bert4keras} Downloads
Sketch Code ⭐ 4,714
Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.
most recent commit 2 months ago
Textgenrnn ⭐ 4,426
Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.
dependent packages 1total releases 14most recent commit 2 years agopypi textgenrnn} Downloads
Deeplearningzerotoall ⭐ 4,307
TensorFlow Basic Tutorial Labs
most recent commit 7 months ago
Keras Retinanet ⭐ 4,300
Keras implementation of RetinaNet object detection.
dependent packages 4total releases 7most recent commit 8 months agopypi keras-retinanet} Downloads
Machinelearning ⭐ 4,185
Basic Machine Learning and Deep Learning
most recent commit a year ago
Bigdl ⭐ 4,142
Fast, distributed, secure AI for Big Data
dependent packages 10total releases 16most recent commit 20 hours ago
Segmentation_models ⭐ 4,095
Segmentation models with pretrained backbones. Keras and TensorFlow Keras.
dependent packages 12total releases 8most recent commit 3 months agopypi segmentation-models} Downloads
Deep Learning In Production ⭐ 3,921
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
most recent commit 10 days ago
Lstm Neural Network For Time Series Prediction ⭐ 3,774
LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data
most recent commit a year ago
Machine_learning_complete ⭐ 3,712
A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.
most recent commit 2 months ago
Pytorch Summary ⭐ 3,682
Model summary in PyTorch similar to `model.summary()` in Keras
dependent packages 12total releases 12most recent commit 3 months agopypi torchsummary} Downloads
Image Super Resolution ⭐ 3,376
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit a year ago
Artificial Intelligence Deep Learning Machine Learning Tutorials ⭐ 3,307
A comprehensive list of Deep Learning / Artificial Intelligence and Machine Learning tutorials - rapidly expanding into areas of AI/Deep Learning / Machine Vision / NLP and industry specific areas such as Climate / Energy, Automotives, Retail, Pharma, Medicine, Healthcare, Policy, Ethics and more.
most recent commit a month ago
Byteps ⭐ 3,254
A high performance and generic framework for distributed DNN training
total releases 8most recent commit 6 months ago
Seq2seq ⭐ 3,118
Sequence to Sequence Learning with Keras
most recent commit 6 months ago
Deep Learning Keras Tensorflow ⭐ 2,863
Introduction to Deep Neural Networks with Keras and Tensorflow
most recent commit a year ago
Keras Tuner ⭐ 2,670
A Hyperparameter Tuning Library for Keras
dependent packages 44total releases 16most recent commit 3 days agopypi keras-tuner} Downloads
Stellargraph ⭐ 2,615
StellarGraph - Machine Learning on Graphs
dependent packages 3total releases 24most recent commit 3 days agopypi stellargraph} Downloads
Image Segmentation Keras ⭐ 2,600
Implementation of Segnet, FCN, UNet , PSPNet and other models in Keras.
total releases 3most recent commit 3 months ago
Keras Vis ⭐ 2,592
Neural network visualization toolkit for keras
dependent packages 1total releases 11most recent commit 3 years agopypi keras-vis} Downloads
Deepjazz ⭐ 2,583
Deep learning driven jazz generation using Keras & Theano!
most recent commit 4 years ago
Keras Attention Mechanism ⭐ 2,580
Attention mechanism Implementation for Keras.
most recent commit 9 months ago
Analytics Zoo ⭐ 2,545
Distributed Tensorflow, Keras and PyTorch on Apache Spark/Flink & Ray
dependent packages 3total releases 302most recent commit 2 months agopypi bigdl-orca} Downloads
Pinto_model_zoo ⭐ 2,429
A repository for storing models that have been inter-converted between various frameworks. Supported frameworks are TensorFlow, PyTorch, ONNX, OpenVINO, TFJS, TFTRT, TensorFlowLite (Float32/16/INT8), EdgeTPU, CoreML.
most recent commit 16 hours ago
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 4total releases 67most recent commit a year agopypi pytorchcv} Downloads
Donkeycar ⭐ 2,378
Open source hardware and software platform to build a small scale self driving car.
total releases 13most recent commit a day ago
Foolbox ⭐ 2,356
A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX
dependent packages 4total releases 70most recent commit 2 months agopypi foolbox} Downloads
Capsnet Keras ⭐ 2,321
A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.
most recent commit 3 years ago
Keras Bert ⭐ 2,281
Implementation of BERT that could load official pre-trained models for feature extraction and prediction
dependent packages 13total releases 98most recent commit a year agopypi keras-bert} Downloads
Spektral ⭐ 2,221
Graph Neural Networks with Keras and Tensorflow 2.
dependent packages 3total releases 33most recent commit 4 days agopypi spektral} Downloads
Hackingneuralnetworks ⭐ 2,215
A small course on exploiting and defending neural networks
most recent commit 3 years ago
Hyperas ⭐ 2,147
Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization
dependent packages 3total releases 9most recent commit a month agopypi hyperas} Downloads
Gat ⭐ 2,078
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
most recent commit 2 years ago
Chinese_ocr ⭐ 2,037
CTPN + DenseNet + CTC based end-to-end Chinese OCR implemented using tensorflow and keras
most recent commit 3 years ago
Deepinterests ⭐ 1,990
深度有趣
most recent commit 2 years ago
Chinese Ocr ⭐ 1,985
[python3.6] 运用tf实现自然场景文字检测,keras/pytorch实现ctpn+crnn+ctc实现不定长场景
most recent commit 3 years ago
Alibi ⭐ 1,919
Algorithms for explaining machine learning models
dependent packages 15total releases 26most recent commit 2 days agopypi alibi} Downloads
Efficientnet ⭐ 1,853
Implementation of EfficientNet model. Keras and TensorFlow Keras.
dependent packages 8total releases 9most recent commit 2 years agopypi efficientnet} Downloads
Transparent_latent_gan ⭐ 1,807
Use supervised learning to illuminate the latent space of GAN for controlled generation and edit
most recent commit 4 years ago
Deepschool.io ⭐ 1,788
Deep Learning tutorials in jupyter notebooks.
most recent commit 8 months ago
Invoicenet ⭐ 1,763
Deep neural network to extract intelligent information from invoice documents.
most recent commit 2 years ago
Automl Gs ⭐ 1,642
Provide an input CSV and a target field to predict, generate a model + code to run it.
total releases 2most recent commit 3 years ago
Unetplusplus ⭐ 1,614
Official Keras Implementation for UNet++ in IEEE Transactions on Medical Imaging and DLMIA 2018
most recent commit a year ago
Machine_learning_beginner ⭐ 1,594
机器学习初学者公众号作品
most recent commit 2 years ago
Practical Machine Learning With Python ⭐ 1,586
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
most recent commit 2 years ago
Ssd_keras ⭐ 1,562
A Keras port of Single Shot MultiBox Detector
most recent commit 3 years ago
Talos ⭐ 1,548
Hyperparameter Optimization for TensorFlow, Keras and PyTorch
most recent commit 5 months ago
Elephas ⭐ 1,548
Distributed Deep learning with Keras & Spark
total releases 23most recent commit 5 months ago
Keras Tcn ⭐ 1,541
Keras Temporal Convolutional Network.
most recent commit 4 months ago
Torchinfo ⭐ 1,539
View model summaries in PyTorch!
dependent packages 12total releases 28most recent commit 16 hours agopypi torchinfo} Downloads
Hiddenlayer ⭐ 1,531
Neural network graphs and training metrics for PyTorch, Tensorflow, and Keras.
dependent packages 5total releases 3most recent commit a year agopypi hiddenlayer} Downloads
Ipynb_playground ⭐ 1,530
Various ipython notebooks
most recent commit 5 years ago
Deep_sort_yolov3 ⭐ 1,528
Real-time Multi-person tracker using YOLO v3 and deep_sort with tensorflow
most recent commit 2 years ago
Keras_to_tensorflow ⭐ 1,508
General code to convert a trained keras model into an inference tensorflow model
most recent commit 2 years ago
Sparseml ⭐ 1,480
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
dependent packages 4total releases 21most recent commit 3 days agopypi sparseml} Downloads
Advanced Deep Learning With Keras ⭐ 1,475
Advanced Deep Learning with Keras, published by Packt
most recent commit 7 days ago
Pythoncode Tutorials ⭐ 1,463
The Python Code Tutorials
most recent commit 11 days ago
Cloudml Samples ⭐ 1,453
Cloud ML Engine repo. Please visit the new Vertex AI samples repo at https://github.com/GoogleCloudPlatform/vertex-ai-s
most recent commit a year ago
Auto_ml ⭐ 1,442
[UNMAINTAINED] Automated machine learning for analytics & production
dependent packages 6total releases 78most recent commit 4 years agopypi auto_ml} Downloads
Anago ⭐ 1,428
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
total releases 14most recent commit a year ago
Face Mask Detection ⭐ 1,355
Face Mask Detection system based on computer vision and deep learning using OpenCV and Tensorflow/Keras
most recent commit 3 months ago
Model Optimization ⭐ 1,347
A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
dependent packages 18total releases 26most recent commit 2 months agopypi tensorflow-model-optimization} Downloads
Deepmoji ⭐ 1,331
State-of-the-art deep learning model for analyzing sentiment, emotion, sarcasm etc.
most recent commit a year ago
Nlp Journey ⭐ 1,328
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
total releases 3most recent commit 2 years ago
Machine Learning Experiments ⭐ 1,325
🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo
most recent commit 4 months ago
Deepaa ⭐ 1,318
make ASCII Art by Deep Learning
most recent commit 2 years ago
Efficientdet ⭐ 1,306
EfficientDet (Scalable and Efficient Object Detection) implementation in Keras and Tensorflow
most recent commit 2 months ago
Keras Textclassification ⭐ 1,270
中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastTex RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
total releases 9most recent commit 10 months ago
Image Quality Assessment ⭐ 1,260
Convolutional Neural Networks to predict the aesthetic and technical quality of images.
most recent commit 2 years ago
Super Resolution ⭐ 1,232
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
most recent commit 9 months ago
Lstm ⭐ 1,228
基于LSTM的时间序列预测研究
most recent commit 2 months ago
Ailia Models ⭐ 1,215
The collection of pre-trained, state-of-the-art AI models for ailia SDK
most recent commit a day ago
Ncps ⭐ 1,200
PyTorch and TensorFlow implementation of NCP, LTC, and CfC wired neural models
most recent commit 22 days ago
Keras Resnet ⭐ 1,194
Residual networks implementation using Keras-1.0 functional API
most recent commit 5 years ago
Merlin ⭐ 1,189
This is now the official location of the Merlin project.
most recent commit 3 years ago
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