Ecosyste.ms: Awesome

An open API service indexing awesome lists of open source software.

Awesome Lists | Featured Topics | Projects

Keras

Keras is an open source, cross platform, and user friendly neural network library written in Python. It is capable of running on top of TensorFlow, Microsoft Cognitive Toolkit, R, Theano, and PlaidML.

https://github.com/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.

aws big-data caffe data-science deep-learning hadoop kaggle keras machine-learning mapreduce matplotlib numpy pandas python scikit-learn scipy spark tensorflow theano

Last synced: 23 Dec 2024

https://github.com/matterport/mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

instance-segmentation keras mask-rcnn object-detection tensorflow

Last synced: 23 Dec 2024

https://github.com/matterport/Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

instance-segmentation keras mask-rcnn object-detection tensorflow

Last synced: 27 Oct 2024

https://github.com/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.

book computer-vision data-science deep-learning gaussian-processes hyperparameter-optimization jax kaggle keras machine-learning mxnet natural-language-processing notebook python pytorch recommender-system reinforcement-learning tensorflow

Last synced: 23 Dec 2024

https://github.com/Tencent/ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

android arm-neon artificial-intelligence caffe darknet deep-learning high-preformance inference ios keras mlir mxnet ncnn neural-network onnx pytorch riscv simd tensorflow vulkan

Last synced: 25 Oct 2024

https://github.com/tencent/ncnn

ncnn is a high-performance neural network inference framework optimized for the mobile platform

android arm-neon artificial-intelligence caffe darknet deep-learning high-preformance inference ios keras mlir mxnet ncnn neural-network onnx pytorch riscv simd tensorflow vulkan

Last synced: 23 Dec 2024

https://github.com/emilwallner/screenshot-to-code

A neural network that transforms a design mock-up into a static website.

cnn cnn-keras deep-learning encoder-decoder floydhub jupyter jupyter-notebook keras lstm machine-learning seq2seq

Last synced: 23 Dec 2024

https://github.com/emilwallner/Screenshot-to-code

A neural network that transforms a design mock-up into a static website.

cnn cnn-keras deep-learning encoder-decoder floydhub jupyter jupyter-notebook keras lstm machine-learning seq2seq

Last synced: 25 Oct 2024

https://github.com/kailashahirwar/cheatsheets-ai

Essential Cheat Sheets for deep learning and machine learning researchers https://medium.com/@kailashahirwar/essential-cheat-sheets-for-machine-learning-and-deep-learning-researchers-efb6a8ebd2e5

artificial-intelligence deep-learning keras machine-learning matplotlib numpy scipy

Last synced: 13 Oct 2024

https://github.com/horovod/horovod

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

baidu deep-learning deeplearning keras machine-learning machinelearning mpi mxnet pytorch ray spark tensorflow uber

Last synced: 23 Dec 2024

https://github.com/vipstone/faceai

一款入门级的人脸、视频、文字检测以及识别的项目.

dlib keras opencv tensorflow tesseract-ocr

Last synced: 25 Dec 2024

https://github.com/tangyudi/Ai-Learn

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:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch 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

algorithm artificial-intelligence caffe cv data-analysis data-mining data-science deep-learning keras machine-learning mathematics matplotlib nlp numpy pandas python pytorch seaborn tensorflow tensorflow2

Last synced: 14 Nov 2024

https://github.com/tangyudi/ai-learn

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:Python,数学,机器学习,数据分析,深度学习,计算机视觉,自然语言处理,PyTorch 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

algorithm artificial-intelligence caffe cv data-analysis data-mining data-science deep-learning keras machine-learning mathematics matplotlib nlp numpy pandas python pytorch seaborn tensorflow tensorflow2

Last synced: 24 Dec 2024

https://github.com/eriklindernoren/keras-gan

Keras implementations of Generative Adversarial Networks.

deep-learning gan generative-adversarial-networks keras neural-networks

Last synced: 24 Dec 2024

https://github.com/eriklindernoren/Keras-GAN

Keras implementations of Generative Adversarial Networks.

deep-learning gan generative-adversarial-networks keras neural-networks

Last synced: 28 Oct 2024

https://github.com/arogozhnikov/einops

Flexible and powerful tensor operations for readable and reliable code (for pytorch, jax, TF and others)

chainer cupy deep-learning einops jax keras numpy pytorch tensor tensorflow

Last synced: 23 Dec 2024

https://github.com/nl8590687/ASRT_SpeechRecognition

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

asrt chinese-speech-recognition cnn ctc keras python python3 speech-recognition speech-to-text tensorflow

Last synced: 31 Oct 2024

https://github.com/nl8590687/asrt_speechrecognition

A Deep-Learning-Based Chinese Speech Recognition System 基于深度学习的中文语音识别系统

asrt chinese-speech-recognition cnn ctc keras python python3 speech-recognition speech-to-text tensorflow

Last synced: 23 Dec 2024

https://github.com/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.

caffe cntk coreml darknet keras model-converter mxnet onnx pytorch tensorflow visualization

Last synced: 23 Dec 2024

https://github.com/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.

caffe cntk coreml darknet keras model-converter mxnet onnx pytorch tensorflow visualization

Last synced: 02 Nov 2024

https://github.com/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.

caffe cntk coreml darknet keras model-converter mxnet onnx pytorch tensorflow visualization

Last synced: 06 Nov 2024

https://github.com/jeffheaton/t81_558_deep_learning

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

convolutional-neural-networks deeplearning gan keras machine-learning neural-network tensorflow

Last synced: 24 Dec 2024

https://github.com/ashnkumar/sketch-code

Keras model to generate HTML code from hand-drawn website mockups. Implements an image captioning architecture to drawn source images.

augmentation deep-learning image-processing keras tensorflow

Last synced: 26 Dec 2024

https://github.com/tensorspace-team/tensorspace

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

3d deep-learning keras machine-learning nerual-network tensorflow tfjs threejs visualization

Last synced: 26 Dec 2024

https://github.com/transcranial/keras-js

Run Keras models in the browser, with GPU support using WebGL

deep-learning javascript keras machine-learning neural-networks tensorflow webgl

Last synced: 25 Dec 2024

https://github.com/minimaxir/textgenrnn

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

deep-learning keras python tensorflow text-generation

Last synced: 25 Dec 2024

https://github.com/nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow

Last synced: 26 Dec 2024

https://github.com/zhixuhao/unet

unet for image segmentation

keras segmentation unet

Last synced: 26 Dec 2024

https://github.com/Nyandwi/machine_learning_complete

A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques.

computer-vision data-analysis data-science data-visualization datascience deep-learning keras machine-learning matplotlib neural-networks nlp numpy open-source pandas python scikit-learn seaborn tensorflow

Last synced: 05 Nov 2024

https://github.com/hunkim/deeplearningzerotoall

TensorFlow Basic Tutorial Labs

keras lab mxnet python pytorch tensorflow tutorial

Last synced: 25 Dec 2024

https://github.com/hunkim/DeepLearningZeroToAll

TensorFlow Basic Tutorial Labs

keras lab mxnet python pytorch tensorflow tutorial

Last synced: 08 Nov 2024

https://github.com/sksq96/pytorch-summary

Model summary in PyTorch similar to `model.summary()` in Keras

deep-learning keras pytorch summary

Last synced: 24 Dec 2024

https://github.com/suragnair/alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4 and more

alpha-zero alphago alphago-zero alphazero deep-learning gobang gomoku keras mcts monte-carlo-tree-search neural-network othello pytorch reinforcement-learning self-play tensorflow tf

Last synced: 24 Dec 2024

https://github.com/tarrysingh/artificial-intelligence-deep-learning-machine-learning-tutorials

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.

artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch

Last synced: 24 Dec 2024

https://github.com/TarrySingh/Artificial-Intelligence-Deep-Learning-Machine-Learning-Tutorials

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.

artificial-intelligence aws capsule-network convolutional-neural-networks deep-learning ipython-notebook kaggle keras lua machine-learning matplotlib neural-network pandas python python-data pytorch scikit-learn tensorflow tensorflow-tutorials torch

Last synced: 09 Nov 2024

https://github.com/bytedance/byteps

A high performance and generic framework for distributed DNN training

deep-learning distributed-training keras machine-learning mxnet pytorch tensorflow

Last synced: 26 Dec 2024

https://github.com/pinto0309/pinto_model_zoo

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.

caffe computer-vision coreml edgetpu keras mediapipe model model-zoo models onnx openvino pretrained-models pytorch tensorflow tensorflow-lite tensorflowjs tf-trt tfjs tflite tflite-models

Last synced: 24 Dec 2024

https://github.com/PINTO0309/PINTO_model_zoo

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.

caffe computer-vision coreml edgetpu keras mediapipe model model-zoo models onnx openvino pretrained-models pytorch tensorflow tensorflow-lite tensorflowjs tf-trt tfjs tflite tflite-models

Last synced: 25 Oct 2024

https://github.com/scisharp/tensorflow.net

.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.

chatbot csharp deep-learning dotnetcore keras machine-learning scisharp tensorflow

Last synced: 24 Dec 2024

https://github.com/SciSharp/TensorFlow.NET

.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C# and F#.

chatbot csharp deep-learning dotnetcore keras machine-learning scisharp tensorflow

Last synced: 02 Nov 2024

https://github.com/autorope/donkeycar

Open source hardware and software platform to build a small scale self driving car.

cv2 donkeycar jetson-nano keras python raspberry-pi self-driving-car tensorflow vision

Last synced: 23 Dec 2024

https://github.com/determined-ai/determined

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

data-science deep-learning distributed-training hyperparameter-optimization hyperparameter-search hyperparameter-tuning keras kubernetes machine-learning ml-infrastructure ml-platform mlops pytorch tensorflow

Last synced: 23 Dec 2024

https://github.com/raghakot/keras-vis

Neural network visualization toolkit for keras

deep-learning keras machine-learning neural-networks tensorflow theano visualization

Last synced: 26 Dec 2024

https://github.com/jisungk/deepjazz

Deep learning driven jazz generation using Keras & Theano!

deep-learning jazz keras lstm machine-learning music neural-networks rnn theano

Last synced: 21 Dec 2024

https://github.com/philipperemy/keras-attention

Keras Attention Layer (Luong and Bahdanau scores).

attention-mechanism attention-model deep-learning keras keras-neural-networks

Last synced: 20 Dec 2024

https://github.com/bethgelab/foolbox

A Python toolbox to create adversarial examples that fool neural networks in PyTorch, TensorFlow, and JAX

adversarial-attacks adversarial-examples jax keras machine-learning python pytorch tensorflow

Last synced: 25 Dec 2024

https://github.com/xifengguo/capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.

capsnet capsnet-keras capsule capsule-network dynamic-routing keras

Last synced: 20 Dec 2024

https://github.com/XifengGuo/CapsNet-Keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error = 0.34%.

capsnet capsnet-keras capsule capsule-network dynamic-routing keras

Last synced: 28 Oct 2024

https://github.com/cyberzhg/keras-bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

bert keras language-model

Last synced: 26 Sep 2024

https://github.com/CyberZHG/keras-bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

bert keras language-model

Last synced: 02 Nov 2024

https://github.com/onnx/tensorflow-onnx

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

convert deep-learning export keras onnx tensorflow tensorflowjs tflite

Last synced: 23 Dec 2024

https://github.com/deeplearningturkiye/turkce-yapay-zeka-kaynaklari

Türkiye'de yapılan derin öğrenme (deep learning) ve makine öğrenmesi (machine learning) çalışmalarının derlendiği sayfa.

caffe convolutional-neural-networks deep-learning derin-ogrenme dogal-dil-isleme keras machine-learning makine-ogrenmesi natural-language-processing pytorch tensorflow yapay-zeka

Last synced: 20 Dec 2024

https://github.com/dipanjans/practical-machine-learning-with-python

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.

classification clustering computer-vision convolutional-neural-networks deep-learning jupyter jupyter-notebook keras machine-learning natural-language-processing nltk notebook pandas prophet python scikit-learn spacy statsmodels tensorflow time-series-analysis

Last synced: 19 Dec 2024

https://github.com/dipanjanS/practical-machine-learning-with-python

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.

classification clustering computer-vision convolutional-neural-networks deep-learning jupyter jupyter-notebook keras machine-learning natural-language-processing nltk notebook pandas prophet python scikit-learn spacy statsmodels tensorflow time-series-analysis

Last synced: 29 Oct 2024

https://github.com/erhwenkuo/deep-learning-with-keras-notebooks

Jupyter notebooks for using & learning Keras

deep-learning keras keras-notebooks

Last synced: 21 Dec 2024

https://github.com/maxpumperla/hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

hyperopt hyperparameter-optimization keras

Last synced: 26 Dec 2024

https://github.com/zeta36/chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

alphago-zero chess keras reinforcement-learning tensorflow

Last synced: 20 Dec 2024

https://github.com/Zeta36/chess-alpha-zero

Chess reinforcement learning by AlphaGo Zero methods.

alphago-zero chess keras reinforcement-learning tensorflow

Last synced: 26 Oct 2024