deep-neural-network

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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.

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bee-san /Ciphey

Sponsor

Star20.3k

⚡ Automatically decrypt encryptions without knowing the key or cipher, decode encodings, and crack hashes ⚡

python natural-language-processing cryptography cipher cpp hacking artificial-intelligence pentesting ctf hashes encodings decryption hacktoberfest ctf-tools encryptions deep-neural-network cyberchef-magic

UpdatedMar 5, 2025
Python

tensorflow /tfjs

Star19k

A WebGL accelerated JavaScript library for training and deploying ML models.

javascript webgl machine-learning typescript deep-learning neural-network wasm web-assembly gpu-acceleration deep-neural-network

UpdatedDec 4, 2025
TypeScript

microsoft /nni

Star14.3k

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

python data-science machine-learning deep-learning neural-network tensorflow machine-learning-algorithms pytorch distributed hyperparameter-optimization feature-engineering nas bayesian-optimization hyperparameter-tuning automl automated-machine-learning model-compression neural-architecture-search deep-neural-network mlops

UpdatedJul 3, 2024
Python

evilsocket /pwnagotchi

Sponsor

Star8.8k

(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.

ai deep-learning deep-reinforcement-learning wpa-psk bettercap deep-neural-network handshakes

UpdatedAug 23, 2025
Python

google /deepvariant

Star3.6k

DeepVariant is an analysis pipeline that uses a deep neural network to call genetic variants from next-generation DNA sequencing data.

science machine-learning bioinformatics deep-learning genomics genome tensorflow ngs sequencing dna deep-neural-network deepvariant

UpdatedOct 21, 2025
Python

intel /BigDL

Star2.7k

BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray

python scala apache-spark pytorch keras-tensorflow bigdl distributed-deep-learning deep-neural-network analytics-zoo

UpdatedNov 19, 2025
Jupyter Notebook

syhw /wer_are_we

Star1.9k

Attempt at tracking states of the arts and recent results (bibliography) on speech recognition.

speech-recognition wer deep-neural-network

UpdatedJun 27, 2022

kk7nc /Text_Classification

Star1.8k

Text Classification Algorithms: A Survey

deep-learning random-forest text-classification recurrent-neural-networks naive-bayes-classifier dimensionality-reduction logistic-regression document-classification convolutional-neural-networks text-processing decision-trees boosting-algorithms support-vector-machines hierarchical-attention-networks nlp-machine-learning conditional-random-fields k-nearest-neighbours deep-belief-network rocchio-algorithm deep-neural-network

UpdatedApr 1, 2025
Python

ikergarcia1996 /Self-Driving-Car-in-Video-Games

Star774

A deep neural network that learns to drive in video games

python video-games machine-learning deep-learning neural-network pytorch supervised-learning self-driving-car videogame pretrained-models autonomous-driving deep-neural-network videogame-bot

UpdatedJan 1, 2024
Python

Shimingyi /MotioNet

Star583

A deep neural network that directly reconstructs the motion of a 3D human skeleton from monocular video [ToG 2020]

bvh deep-neural-network character-animation 3d-pose-estimation

UpdatedApr 28, 2022
Python

FanzhenLiu /Awesome-Deep-Community-Detection

Star547

Deep and conventional community detection related papers, implementations, datasets, and tools.

data-mining awesome deep-learning community-detection survey network-embedding graph-clustering graph-embedding deep-neural-network graph-neural-networks network-representation-learning graph-neural-network

UpdatedSep 4, 2025

SciSharp /SiaNet

Star372

An easy to use C# deep learning library with CUDA/OpenCL support

machine-learning deep-learning neural-network image-processing artificial-intelligence image-classification object-detection cognitive-services deep-neural-network

UpdatedMay 30, 2019
C#

debkbanerji /lego-art-remix

Star365

Powerful computer vision assisted Lego mosaic creator · Over 1 million images created (so far!)

javascript computer-vision lego onnx deep-neural-network lego-mosaic lego-art custom-pictures lego-art-remix

UpdatedMay 16, 2024
JavaScript

benedekrozemberczki /Splitter

Sponsor

Star212

A Pytorch implementation of "Splitter: Learning Node Representations that Capture Multiple Social Contexts" (WWW 2019).

machine-learning deep-learning clustering word2vec community-detection pytorch deepwalk gensim factorization network-embedding node2vec graph-embedding overlapping-community-detection deep-neural-network graph-representation-learning node-embedding implicit-factorization graph-neural-network ego-splitting word-vector

UpdatedJun 6, 2023
Python

mahmoudnafifi /WB_color_augmenter

Star174

WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].

computer-vision deep-learning cnn image-classification deeplearning semantic-segmentation data-augmentation image-augmentation color-correction whitebalance deep-neural-network white-balance color-constancy iccv19 iccv2019 color-augmentation