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Deep neural networks

Deep neural networks (DNNs) are a class of artificial neural networks (ANNs) that are deep in the sense that they have many layers of hidden units between the input and output layers. Deep neural networks are a type of deep learning, which is a type of machine learning. Deep neural networks are used in a variety of applications, including speech recognition, computer vision, and natural language processing. Deep neural networks are used in a variety of applications, including speech recognition, computer vision, and natural language processing.

https://github.com/gemengtju/Tutorial_Separation

This repo summarizes the tutorials, datasets, papers, codes and tools for speech separation and speaker extraction task. You are kindly invited to pull requests.

deep-learning deep-neural-networks signal-processing speech-analysis speech-processing speech-separation

Last synced: 02 Nov 2024

https://github.com/eliahuhorwitz/DeepSIM

Official PyTorch implementation of the paper: "DeepSIM: Image Shape Manipulation from a Single Augmented Training Sample" (ICCV 2021 Oral)

computer-graphics computer-vision deep-learning deep-neural-networks edge-to-image generative-adversarial-network iccv2021 image-editing image-to-image-translation pytorch segmantation-to-image single-image

Last synced: 07 Aug 2024

https://github.com/rkcosmos/deepcut

A Thai word tokenization library using Deep Neural Network

deep-learning deep-neural-networks keras keras-tensorflow python segmentation tensorflow thai

Last synced: 30 Oct 2024

https://github.com/patrick-kidger/torchcde

Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.

controlled-differential-equations deep-learning deep-neural-networks differential-equations dynamical-systems machine-learning neural-differential-equations neural-networks pytorch time-series

Last synced: 29 Oct 2024

https://github.com/uncomplicate/deep-diamond

A fast Clojure Tensor & Deep Learning library

clojure cuda deep-learning deep-neural-networks dnnl gpu java nvidia

Last synced: 28 Aug 2024

https://github.com/ylongqi/openrec

OpenRec is an open-source and modular library for neural network-inspired recommendation algorithms

deep-learning deep-neural-networks machine-learning ml recommendation recommendation-algorithm recommendation-system

Last synced: 02 Aug 2024

https://github.com/adicherlavenkatasai/ml-workspace

Machine Learning (Beginners Hub), information(courses, books, cheat sheets, live sessions) related to machine learning, data science and python is available

cheat-sheets convolutional-networks data-science deep-learning deep-neural-networks gans harvard-edx interview-questions machine-learning python

Last synced: 31 Oct 2024

https://github.com/neuromorphicprocessorproject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 11 Oct 2024

https://github.com/NeuromorphicProcessorProject/snn_toolbox

Toolbox for converting analog to spiking neural networks (ANN to SNN), and running them in a spiking neuron simulator.

brian brian2 caffe deep-learning deep-neural-networks keras lasagne loihi nest pynn pytorch spiking-neural-networks spinnaker tensorflow

Last synced: 02 Aug 2024

https://github.com/Niketkumardheeryan/ML-CaPsule

ML-capsule is a Project for beginners and experienced data science Enthusiasts who don't have a mentor or guidance and wish to learn Machine learning. Using our repo they can learn ML, DL, and many related technologies with different real-world projects and become Interview ready.

analytics data-analysis data-science data-visualization datascience deep-learning deep-neural-networks deployment flask heroku-deployment machine-learning python r statistics streamlit-webapp

Last synced: 02 Aug 2024

https://github.com/mkocabas/pose-residual-network

Code for the Pose Residual Network introduced in 'MultiPoseNet: Fast Multi-Person Pose Estimation using Pose Residual Network (ECCV 2018)' paper

deep-learning deep-neural-networks eccv eccv-2018 keras pose-estimation python tensorflow

Last synced: 31 Oct 2024

https://github.com/karolzak/keras-unet

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

deep-learning deep-neural-networks deeplearning image-segmentation keras keras-tensorflow satellite-imagery segmentation semantic-segmentation u-net unet unet-image-segmentation unet-keras

Last synced: 10 Oct 2024

https://github.com/mme/vergeml

Machine Learning Environment - alpha version

command-line deep-learning deep-neural-networks machine-learning python rest-api

Last synced: 31 Oct 2024

https://github.com/albanie/collaborative-experts

Video embeddings for retrieval with natural language queries

deep-neural-networks video-retrieval

Last synced: 03 Aug 2024

https://github.com/xplip/pixel

Research code for pixel-based encoders of language (PIXEL)

deep-learning deep-neural-networks language-model machine-learning nlp pytorch

Last synced: 31 Oct 2024

https://github.com/aqlaboratory/rgn

Recurrent Geometric Networks for end-to-end differentiable learning of protein structure

deep-learning deep-neural-networks protein-structure protein-structure-prediction

Last synced: 03 Aug 2024

https://github.com/microsoft/nn-meter

A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.

deep-learning deep-neural-networks edge-ai edge-computing efficient-model inference latency machine-learning neural-architecture-search onnx-models python pytorch tensorflow-models

Last synced: 10 Oct 2024

https://github.com/soskek/attention_is_all_you_need

Transformer of "Attention Is All You Need" (Vaswani et al. 2017) by Chainer.

attention-mechanism chainer deep-learning deep-neural-networks google neural-network

Last synced: 02 Aug 2024

https://github.com/teticio/Deej-AI

Create automatic playlists by using Deep Learning to *listen* to the music.

deep-neural-networks genius genre mix playlist-generator playlists spotify

Last synced: 03 Nov 2024

https://github.com/sozykin/dlpython_course

Примеры для курса "Программирование глубоких нейронных сетей на Python"

deep-learning deep-learning-tutorial deep-neural-networks keras keras-tensorflow keras-tutorials python tensorflow tensorflow-tutorials

Last synced: 13 Oct 2024

https://github.com/scopeInfinity/Video2Description

Video to Text: Natural language description generator for some given video. [Video Captioning]

audio-processing cnn-keras deep-neural-networks image-captioning lstm-neural-networks video-captioning video-processing video-to-text

Last synced: 01 Aug 2024

https://github.com/Epistimio/orion

Asynchronous Distributed Hyperparameter Optimization.

auto-ml deep-learning deep-neural-networks hyperparameter-optimization machine-learning research

Last synced: 03 Aug 2024

https://github.com/yu4u/mixup-generator

An implementation of "mixup: Beyond Empirical Risk Minimization"

data-augmentation deep-neural-networks generator keras mixup

Last synced: 29 Oct 2024

https://github.com/patrick-kidger/signatory

Differentiable computations of the signature and logsignature transforms, on both CPU and GPU. (ICLR 2021)

deep-learning deep-neural-networks logsignature logsignatures machine-learning pytorch rough-paths signature signatures

Last synced: 30 Oct 2024

https://github.com/prakhar21/50-Days-of-ML

A day to day plan for this challenge (50 Days of Machine Learning) . Covers both theoretical and practical aspects

100daysofcode 100daysofmlcode dataprocessing deep-learning deep-neural-networks machine-learning pandas python siraj-raval tutorial

Last synced: 01 Aug 2024

https://github.com/sushant097/Handwritten-Line-Text-Recognition-using-Deep-Learning-with-Tensorflow

Use Convolutional Recurrent Neural Network to recognize the Handwritten line text image without pre segmentation into words or characters. Use CTC loss Function to train.

blstm cnn crnn-tensorflow ctc-loss deep-learning deep-neural-networks handwritten-text-recognition iam-dataset python3 recurrent-neural-network tensorflow

Last synced: 01 Aug 2024

https://github.com/analysiscenter/cardio

CardIO is a library for data science research of heart signals

data-science deep-learning deep-neural-networks healthcare machine-learning python

Last synced: 02 Aug 2024

https://github.com/PKU-DAIR/Hetu

A high-performance distributed deep learning system targeting large-scale and automated distributed training.

artificial-intelligence autograd data-science deep-learning deep-neural-networks distributed-systems distributed-training embeddings gpu high-dimensional machine-learning python state-of-the-art

Last synced: 28 Oct 2024

https://github.com/devmount/germanwordembeddings

Toolkit to obtain and preprocess German text corpora, train models and evaluate them with generated testsets. Built with Gensim and Tensorflow.

deep-learning deep-neural-networks evaluation gensim german-language model natural-language-processing neural-network nlp training word-embeddings word2vec

Last synced: 01 Nov 2024

https://github.com/pierremtb/pinns-tf2.0

TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).

deep-neural-networks mechanical-engineering partial-differential-equations physics-informed tf2

Last synced: 31 Oct 2024

https://github.com/Kazuhito00/NARUTO-HandSignDetection

物体検出を用いてNARUTOの印(子～亥、壬、合掌)を検出するモデルとサンプルプログラムです。このリポジトリでは、YOLOXを使用しています(This is a model and sample program that detects NARUTO's hand sign using object detection. This repository use YOLOX.)

deep-learning deep-neural-networks efficientdet handsign mobilenetv2-ssd naruto naruto-handsigndetection object-detection opencv tensorflow-lite tensorflow2

Last synced: 06 Aug 2024

https://github.com/mic-dkfz/trixi

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

deep-learning deep-neural-networks deep-reinforcement-learning deeplearning example experiment experiment-infrastructure logging machine-learning python-3 python3 pytorch pytorch-cnn pytorch-visualization segmentation trixi u-net visdom visdom-logger visualization

Last synced: 30 Oct 2024

https://github.com/MIC-DKFZ/trixi

Manage your machine learning experiments with trixi - modular, reproducible, high fashion. An experiment infrastructure optimized for PyTorch, but flexible enough to work for your framework and your tastes.

deep-learning deep-neural-networks deep-reinforcement-learning deeplearning example experiment experiment-infrastructure logging machine-learning python-3 python3 pytorch pytorch-cnn pytorch-visualization segmentation trixi u-net visdom visdom-logger visualization

Last synced: 03 Aug 2024

https://github.com/aangelopoulos/conformal_classification

Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).

artificial-intelligence classification classifier computer-vision conformal conformal-prediction deep-neural-networks distribution-free imagenet machine-learning neural-networks nonparametric nonparametric-statistics prediction-sets pytorch statistics uncertainty uncertainty-quantification vision

Last synced: 05 Nov 2024

https://github.com/ryanfwy/image-similarity

Efficient utility of image similarity using deep neural network and deep learning.

deep-learning deep-neural-networks keras neural-networks tensorflow

Last synced: 01 Aug 2024

https://github.com/activatedgeek/lenet-5

PyTorch implementation of LeNet-5 with live visualization

cnn convolutional-neural-networks deep-learning deep-neural-networks lenet5 machine-learning pytorch

Last synced: 26 Oct 2024

https://github.com/frgfm/torch-scan

Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)

benchmark deep-learning deep-neural-networks flops flops-counter keras python pytorch pytorch-utils receptive-field summary

Last synced: 30 Oct 2024

https://github.com/vyraun/Megalodon

Various ML/DL Resources organised at a single place.

deep-learning deep-neural-networks machine-learning

Last synced: 07 Aug 2024

https://github.com/maestro-project/maestro

An analytical cost model evaluating DNN mappings (dataflows and tiling).

dataflow deep-learning deep-neural-networks

Last synced: 30 Oct 2024

https://github.com/onnx/onnx-caffe2

Caffe2 implementation of Open Neural Network Exchange (ONNX)

caffe2 deep-learning deep-neural-networks

Last synced: 07 Aug 2024

https://github.com/uvipen/SSD-pytorch

SSD: Single Shot MultiBox Detector pytorch implementation focusing on simplicity

computer-vision deep-learning deep-neural-networks deeplearning detection detector neural-networks object-detection pytorch ssd ssdlite

Last synced: 07 Aug 2024

https://github.com/basalt-org/basalt

A Machine Learning framework from scratch in Pure Mojo 🔥

ai autograd deep-learning deep-neural-networks machine-learning ml mojo neural-network tensor

Last synced: 04 Aug 2024

Deep neural networks Awesome Lists
awesome-deep-learning-papers 238 Machine-Learning-Tutorials 484 awesome-deep-learning-music 248 Awesome-Learning-with-Label-Noise 276 awesome-deep-trading 94 awesome-colab-notebooks 525 awesome-transformers-in-medical-imaging 202 awesome-emdl 147 Awesome-Speech-Enhancement 105 awesome-multi-task-learning 225 Awesome-3D-Object-Detection 169 awesome-full-stack-machine-learning-courses 106 Awesome-Distributed-Deep-Learning 44 awesome-gans-and-deepfakes 61 Awesome-Information-Bottleneck 201 awesome-video-object-detection 41 awesome-deep-neuroevolution 200 awesome-deep-reinforcement-learning 257 awesome-deepneuroimage 73 awesome-ai-cancer 193 Best-Audio-Classification-Resources-with-Deep-learning 259 awesome-tensorial-neural-networks 99 awesome-ai-brain-computer-interface 97 awesome-speech-emotion-recognition 114 LiDAR-Guide 176 awesome-deepnote 41 CoreML-Guide 333 awesome-experimental-standards-deep-learning 34 Awesome-Computational-Structural-Biology 40 PyTorch-Guide 616 Awesome-Cloud-Edge-AI 58 awesome-approximate-dnn 78 Deep-Learning 38 awesome-deep-learning-materials 69 awesome-data-science 93 TensorFlow-Guide 819 awesome-ai-cybersecurity 158 awesome-optimizers 46 awesome-ai 107
Deep neural networks Categories
Papers 947 Uncategorized 556 Papers & Code 408 Classification COVID19 (Separate section due to its current significance) 408 DL4M summary 360 Introduction 331 Overview 256 Tutorials 241 Other useful related lists and resources 201 Research 197 Neural Networks (NN) and Deep Neural Networks (DNN) 188 Architecture 131 Deep Learning 113 C/C++ Learning Resources 102 Further Reading 100 Tools for Robotics 95 Natural Language Processing 89 Reinforcement Learning Learning Resources 86 Paper: 82 Distributed Computing Tools, Libraries, and Frameworks 80