neural-network

There are 1,776 repositories under neural-network topic.

tensorflow / tensorflow
An Open Source Machine Learning Framework for Everyone
tensorflow machine-learning python deep-learning deep-neural-networks neural-network ml distributed
Language:C++ 164968
pytorch / pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
autograd deep-learning gpu machine-learning neural-network numpy python tensor
Language:C++ 56042
ageron / handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
deep-learning distributed jupyter-notebook machine-learning ml neural-network python scikit-learn tensorflow
Language:Jupyter Notebook 24402
explosion / spaCy
💫 Industrial-strength Natural Language Processing (NLP) in Python
ai artificial-intelligence cython data-science deep-learning entity-linking machine-learning named-entity-recognition natural-language-processing neural-network neural-networks nlp nlp-library python spacy text-classification tokenization
Language:Python 23368
AI-Expert-Roadmap
AMAI-GmbH / AI-Expert-Roadmap
Roadmap to becoming an Artificial Intelligence Expert in 2022
ai ai-roadmap artificial-intelligence data-analysis data-science deep-learning machine-learning neural-network roadmap study-plan
Language:JavaScript 19910
AlexeyAB / darknet
YOLOv4 / Scaled-YOLOv4 / YOLO - Neural Networks for Object Detection (Windows and Linux version of Darknet )
dnn deep-learning deep-neural-networks deep-learning-tutorial object-detection computer-vision neural-network yolo yolov3 yolov4 scaled-yolov4 scaledyolov4
Language:C 19065
ChristosChristofidis / awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
awesome awesome-list deep-learning deep-learning-tutorial deep-networks face-images machine-learning neural-network recurrent-networks
18755
netron
lutzroeder / netron
Visualizer for neural network, deep learning, and machine learning models
ai caffe caffe2 coreml darknet deep-learning deeplearning keras machine-learning machinelearning ml mxnet neural-network onnx paddle pytorch tensorflow tensorflow-lite torch visualizer
Language:JavaScript 18699
PaddlePaddle / Paddle
PArallel Distributed Deep LEarning: Machine Learning Framework from Industrial Practice （『飞桨』核心框架，深度学习&机器学习高性能单机、分布式训练和跨平台部署）
paddlepaddle deep-learning scalability machine-learning neural-network python efficiency distributed-training
Language:C++ 18195
microsoft / CNTK
Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit
cognitive-toolkit cntk deep-learning machine-learning deep-neural-networks neural-network distributed python c-plus-plus c-sharp java
Language:C++ 17160
zergtant / pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
deep-learning machine-learning neural-network pytorch pytorch-handbook pytorch-tutorials
Language:Jupyter Notebook 16504
tensorflow / tfjs
A WebGL accelerated JavaScript library for training and deploying ML models.
deep-learning deep-neural-network gpu-acceleration javascript machine-learning neural-network typescript wasm web-assembly webgl
Language:TypeScript 16226
Tencent / ncnn
ncnn is a high-performance neural network inference framework optimized for the mobile platform
inference high-preformance simd arm-neon deep-learning artificial-intelligence android ios ncnn vulkan neural-network caffe mxnet pytorch onnx darknet tensorflow mlir keras riscv
Language:C++ 14568
gensim
RaRe-Technologies / gensim
Topic Modelling for Humans
data-mining data-science document-similarity fasttext gensim information-retrieval machine-learning natural-language-processing neural-network nlp python topic-modeling word-embeddings word-similarity word2vec
Language:Python 13188
bharathgs / Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
pytorch python machine-learning deep-learning tutorials papers awesome awesome-list pytorch-tutorials data-science nlp nlp-library cv computer-vision natural-language-processing facebook probabilistic-programming utility-library neural-network pytorch-model
13034
BrainJS / brain.js
🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js
api brain browser convolutional-neural-networks easy-to-use hacktoberfest neural-network node nodejs recurrent-neural-networks stream web
Language:TypeScript 12558
onnx / onnx
Open standard for machine learning interoperability
deep-learning deep-neural-networks neural-network onnx pytorch mxnet tensorflow keras scikit-learn ml machine-learning dnn
Language:C++ 12504
ujjwalkarn / Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
deep-learning-tutorial machine-learning machinelearning deeplearning neural-network neural-networks deep-neural-networks awesome-list awesome list deep-learning
12041
rasbt / python-machine-learning-book
The "Python Machine Learning (1st edition)" book code repository and info resource
data-mining data-science logistic-regression machine-learning machine-learning-algorithms neural-network python scikit-learn
Language:Jupyter Notebook 11570
nni
microsoft / nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
automated-machine-learning automl bayesian-optimization data-science deep-learning deep-neural-network distributed feature-engineering feature-extraction hyperparameter-optimization hyperparameter-tuning machine-learning machine-learning-algorithms model-compression nas neural-architecture-search neural-network python pytorch tensorflow
Language:Python 11471
janishar / mit-deep-learning-book-pdf
MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
deep-learning machine-learning linear-algebra mit deeplearning pdf neural-network neural-networks machine thinking book chapter learning lecture-notes excercises good clear printable print
Language:Java 10244
MorvanZhou / tutorials
机器学习相关教程
machine-learning neural-network tensorflow python sklearn theano threading multiprocessing numpy
Language:Python 9963
tflearn / tflearn
Deep learning library featuring a higher-level API for TensorFlow.
data-science deep-learning machine-learning neural-network tensorflow tflearn
Language:Python 9580
Hvass-Labs / TensorFlow-Tutorials
TensorFlow Tutorials with YouTube Videos
deep-learning machine-learning neural-network python-notebook reinforcement-learning tensorflow tutorial youtube
Language:Jupyter Notebook 9010
vahidk / EffectiveTensorflow
TensorFlow tutorials and best practices.
deep-learning ebook machine-learning neural-network tensorflow
8690
tensorflow / tfjs-core
WebGL-accelerated ML // linear algebra // automatic differentiation for JavaScript.
deep-learning deep-neural-networks gpu-acceleration javascript machine-learning neural-network typescript webgl
Language:TypeScript 8507
ludwig
ludwig-ai / ludwig
Data-centric declarative deep learning framework
deep-learning deeplearning deep learning machine-learning machinelearning machine natural-language-processing natural-language computer-vision data-centric data-science python pytorch neural-network ml datascience
Language:Python 8279
TensorLayer
tensorlayer / TensorLayer
Deep Learning and Reinforcement Learning Library for Scientists and Engineers
a3c artificial-intelligence chatbot deep-learning dqn gan google imagenet neural-network object-detection python reinforcement-learning tensorflow tensorflow-tutorial tensorflow-tutorials tensorlayer
Language:Python 7007
MorvanZhou / PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
neural-network python pytorch-tutorial batch-normalization cnn rnn autoencoder pytorch regression classification batch tutorial dropout dqn reinforcement-learning gan generative-adversarial-network machine-learning pytorch-tutorials
Language:Jupyter Notebook 6782
owainlewis / awesome-artificial-intelligence
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
machine-learning machine-intelligence artificial-intelligence reinforcement-learning intelligent-systems deep-learning intelligent-machines ai statistical-learning unsupervised-learning neural-network
6768
instant-ngp
NVlabs / instant-ngp
Instant neural graphics primitives: lightning fast NeRF and more
3d-reconstruction computer-graphics computer-vision cuda function-approximation machine-learning nerf neural-network real-time real-time-rendering realtime signed-distance-functions
Language:Cuda 6706
kornia / kornia
Open Source Differentiable Computer Vision Library
artificial-intelligence computer-vision deep-learning image-processing machine-learning neural-network python pytorch
Language:Python 6538
PaddlePaddle / models
Pre-trained and Reproduced Deep Learning Models （『飞桨』官方模型库，包含多种学术前沿和工业场景验证的深度学习模型）
paddlepaddle deep-learning neural-network computer-vision natural-language-processing recommendation speech
Language:Python 6476
dragen1860 / TensorFlow-2.x-Tutorials
TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。
artificial-intelligence computer-vision deep-learning machine-learning neural-network nlp tensorflow tensorflow-2 tensorflow-examples tensorflow-tutorials
Language:Jupyter Notebook 6200
PaddlePaddle / Paddle-Lite
Multi-platform high performance deep learning inference engine (飞桨多端多平台高性能深度学习推理引擎）
arm baidu deep-learning embedded fpga mali mdl mobile mobile-deep-learning neural-network
Language:C++ 6055
nfmcclure / tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
classification cnn genetic-algorithm kmeans-clustering linear-regression machine-learning neural-network nlp ode packtpub regression rnn svm tensorboard tensorflow tensorflow-algorithms tensorflow-cookbook
Language:Jupyter Notebook 6022

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deep-learning machine-learning tensorflow keras convolutional-neural-networks cnn