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.

GitHub: https://github.com/topics/deep-neural-networks
Wikipedia: https://en.wikipedia.org/wiki/Deep_neural_networks
Aliases: deep-neural-network,
Last updated: 2025-05-04 00:07:19 UTC
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https://github.com/mravanelli/pytorch_MLP_for_ASR

This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.

asr cuda deep-learning deep-neural-networks feedforward-neural-network kaldi kaldi-asr mlp multilayer-perceptron neural-networks python pytorch speech-recognition timit

Last synced: 27 Nov 2024

https://github.com/autowarefoundation/autoware.privately-owned-vehicles

An open-source autonomous highway pilot system for privately owned vehicles

artificial-intelligence autonomous-driving autopilot autoware computer-vision deep-learning deep-neural-networks foundation-models open-source robotics self-driving-car

Last synced: 11 Feb 2025

https://github.com/vita-group/usaid

[Preprint] "Segmentation-Aware Image Denoising without Knowing True Segmentation"

deep-neural-networks denoising pytorch segmentation-aware unsupervised-learning

Last synced: 19 Apr 2025

https://github.com/neurodata/proglearn

NeuroData's package for exploring and using progressive learning algorithms

classification continual-learning decision-trees deep-learning deep-neural-networks domain-adaptation random-forests transfer-learning

Last synced: 04 Apr 2025

https://github.com/corochann/chainer-pointnet

Chainer implementation of PointNet, PointNet++, KD-Network and 3DContextNework

chainer classification cupy deep-learning deep-neural-networks pointnet segmentation

Last synced: 14 Apr 2025

https://github.com/prudhvignv/speech-emotion-recognization

Speech Emotion Detection using SVM, Decision Tree, Random Forest, MLP, CNN with different architectures

cnn deep-learning deep-neural-networks ipynb machine-learning-algorithms mlp ravdass speech-emotion-detection svm

Last synced: 13 Feb 2025

https://github.com/choyingw/cfcnet

NeurIPS 2019: Deep RGB-D Canonical Correlation Analysis For Sparse Depth Completion

3d canonical-correlation-analysis computer-vision deep-neural-networks depth-completion depth-estimation multimodal-deep-learning neurips-2019 nips-2019

Last synced: 08 Apr 2025

https://github.com/vinitra-zz/neural-text-style-transfer

Style Transfer for non-parallel text

autoencoder deep-neural-networks nlp style-transfer

Last synced: 30 Mar 2025

https://github.com/SafeAILab/zkDL

zkDL, an open source toolkit for zero-knowledge proofs of deep learning powered by CUDA

cuda deep-neural-networks gpu-acceleration privacy-enhancing-technologies zero-knowledge-proof

Last synced: 01 May 2025

https://github.com/mzguntalan/zephyr

Zephyr is a declarative neural network library on top of JAX allowing for easy and fast neural network designing, creation, and manipulation

deep-learning deep-neural-networks jax machine-learning neural-network

Last synced: 10 Feb 2025

https://github.com/unity-technologies/anthronet

Unity's Privacy-Preserving Novel Human Body Model Trained Solely on Synthetic Data and Corresponding Dense Anthropometric Measurements

applied-machine-learning applied-ml-research billing-7054 computer-graphics computer-vision computervision deep-learning deep-neural-networks human-activity-recognition human-centric-ml human-pose-estimation owner-ai synthetic-data synthetic-data-generation synthetic-dataset-generation unity3d

Last synced: 04 Feb 2025

https://github.com/alexandra-chron/ntua-slp-wassa-iest2018

Deep-learning Transfer Learning models of NTUA-SLP team submitted at the IEST of WASSA 2018 at EMNLP 2018.

deep-learning deep-neural-networks emotion-analysis language-models lstm python pytorch sentiment-analysis transfer-learning twitter

Last synced: 06 Apr 2025

https://github.com/andreasmazur/geoconv

A Python library for end-to-end learning on surfaces. It implements pre-processing functions that include geodesic algorithms, neural network layers that operate on surfaces, visualization tools and benchmarking functionalities.

benchmarking convolutional-neural-networks deep-learning deep-neural-networks geodesic-algorithm geometric-deep-learning geometry-processing keras machine-learning neural-network neural-networks tensorflow visualization

Last synced: 10 Apr 2025

https://github.com/mravanelli/theano-kaldi-rnn

THEANO-KALDI-RNNs is a project implementing various Recurrent Neural Networks (RNNs) for RNN-HMM speech recognition. The Theano Code is coupled with the Kaldi decoder.

deep-learning deep-neural-networks gated-recurrent-units gru kaldi recurrent-neural-networks rnn theano theano-kaldi-rnns timit

Last synced: 02 Dec 2024

https://github.com/ltatzel/pytorchhessianfree

PyTorch implementation of the Hessian-free optimizer

conjugate-gradient deep-learning deep-neural-networks ggn hessian-free matrix-free newtons-method optimization-algorithms pytorch-implementation second-order-optimization stochastic-optimizers

Last synced: 13 Jan 2025

https://github.com/mrdimosthenis/gleam_synapses

A plug-and-play library for neural networks written in Gleam

deep-learning deep-neural-networks deeplearning functional-programming gleam gleam-lang machine-learning neural-network neural-networks

Last synced: 14 Mar 2025

https://github.com/sshanu/hierarchical-word-sense-disambiguation-using-wordnet-senses

Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow

all all-word-sense-disambiguation attention attention-mechanism convolutional-neural-networks crf deep-learning deep-neural-networks hierarchical hierarchical-models lstm one-million-dataset part-of-speech semcor single single-word-sense-disambiguation tensorflow word-sense-disambiguation wordnet

Last synced: 15 Dec 2024

https://github.com/memo/py-msa-kdenlive

Python script to load a Kdenlive (OSS NLE video editor) project file, and conform the edit on video or numpy arrays.

deep-learning deep-neural-networks generative-adversarial-network generative-art generative-model human-computer-interaction machine-learning video-editing video-editor

Last synced: 09 Apr 2025

https://github.com/boniolp/msad

[VLDB 2023] Model Selection for Anomaly Detection in Time Series

anomaly-detection anomalydetection benchmark convolutional-neural-networks dataset deep-learning deep-neural-networks feature-based machine-learning model-selection resnet time-series time-series-analysis time-series-classification timeseries transformer

Last synced: 30 Apr 2025

https://github.com/the-ai-summer/introduction-to-deep-learning-and-neural-networks-course

Code snippets and solutions for the Introduction to Deep Learning and Neural Networks Course hosted in educative.io

ai autoencoders convolutional-neural-networks data-science deep-learning deep-neural-networks generative-adversarial-network graph-neural-networks machine-learning pytorch recurrent-neural-networks transformers

Last synced: 20 Nov 2024

https://github.com/ai-techsystems/internshowcase

Open Source Social Projects from AITS associates with 💝

artificial-intelligence artificial-intelligence-algorithms artificial-neural-networks deep-convolutional-networks deep-learning deep-neural-networks machine-learning machine-learning-algorithms

Last synced: 30 Apr 2025

https://github.com/Sardhendu/PropertyClassification

Classifying the type of property given Real Estate, satellite and Street view Images

aerial-imagery airflow autoencoder computer-vision deep-learning deep-neural-networks deeplearning georeferencing python-3 resnet-18 resnet-50 satellite-imagery tensorflow

Last synced: 15 Mar 2025

https://github.com/sardhendu/propertyclassification

Classifying the type of property given Real Estate, satellite and Street view Images

aerial-imagery airflow autoencoder computer-vision deep-learning deep-neural-networks deeplearning georeferencing python-3 resnet-18 resnet-50 satellite-imagery tensorflow

Last synced: 12 Apr 2025

https://github.com/iamhankai/mini-dnn-cpp

C++ demo of deep neural networks (MLP, CNN)

convolutional-neural-networks cpp deep-neural-networks mnist multi-layer-perceptron

Last synced: 25 Mar 2025

https://github.com/charmve/transparent-object-segmentation

💎 Transparent objects such as windows and bottles made by glass widely exist in the real world. Segmenting transparent objects is challenging because these objects have diverse appearance inherited from the image background, making them had similar appearance with their surroundings.

cvpr deep-learning deep-neural-networks eccv glasses object-detection paper semantic-segmentation transparent

Last synced: 05 Mar 2025

https://github.com/boniolp/MSAD

[VLDB 2023] Model Selection for Anomaly Detection in Time Series

Last synced: 26 Mar 2025

https://github.com/raukk/tf-keras-surgeon

Pruning and other network surgery for trained TF.Keras models.

deep-learning deep-neural-networks keras-tensorflow network-surgery neurel-network pruning tensorflow tensorflow-keras

Last synced: 18 Apr 2025

https://github.com/louisyuzhe/MachineLearning_NILM

Undergraduate research by Yuzhe Lim in Spring 2019. Field of research: Deep Neural Networks application on NILM (Nonintrusive load monitoring) for Energy Disaggregation

deep deep-neural-networks denoising-autoencoders energy-disaggregation lstm-neural-networks machine-learning nilm resnet

Last synced: 06 Apr 2025

https://github.com/tikam02/crowdestimation

Crowd Density Estimation Using - DeepLearning

deep-neural-networks

Last synced: 18 Mar 2025

https://github.com/alessandrocorradini/national-research-university-higher-school-of-economics-advanced-machine-learning-specialization

Repository for the National Research University Higher School of Economics - Advanced Machine Learning Specialization on Coursera

advanced-machine-learning computer-vision coursera deep-learning deep-neural-networks deeplearning hse-aml mooc moocs natural-language-processing reinforcement-learning

Last synced: 22 Nov 2024

https://github.com/digantamisra98/reproducibilty-challenge-ecanet

Unofficial Implementation of ECANets (CVPR 2020) for the Reproducibility Challenge 2020.

computer-vision convolutional-neural-networks cvpr2020 deep-learning deep-neural-networks image-classification image-recognition image-segmentation mmdetection object-detection pytorch reproducibility reproducible-paper reproducible-research research wandb

Last synced: 14 Apr 2025

https://github.com/kanchitank/text-emotion-analysis

Automate detection of different emotions from paragraphs and predict overall emotion.

deep-learning deep-neural-networks emotion-analysis emotion-detection emotion-recognition keras machine-learning multiclass-classification nlp sentiment-analysis text-emotion-detection

Last synced: 09 Feb 2025

https://github.com/rahulbhalley/deep-learning-in-s4tf

Get started with Swift for TensorFlow by examples

deep-learning deep-neural-networks generative-adversarial-network machine-learning neural-networks s4tf swift swift-examples swift-for-tensorflow tensorflow tensorflow-examples tensorflow-tutorials visualization

Last synced: 09 Feb 2025

https://github.com/soumik12345/nearest-celebrity-face

Tensorflow Implementation of FaceNet: A Unified Embedding for Face Recognition and Clustering to find the celebrity whose face matches the closest to yours.

deep-learning deep-neural-networks deeplearning face face-recognition facenet facenet-model inception inception-resnet-v2 inceptionv2 keras keras-neural-networks keras-tensorflow machine-learning machinelearning meta-learning one-shot-learning python python3 tensorflow

Last synced: 13 Jan 2025

https://github.com/galliot-us/models

Neuralet edge deep learning models library. Neuralet is an open-source platform for edge deep learning models on GPU, TPU, and more.

coral-tpu deep-learning deep-neural-networks edge-ai edge-computing edgetpu jetson-nano

Last synced: 07 Apr 2025

https://github.com/kourgeorge/project-origin

An Artificial Life simulator for Investigating Noogenesis

artificial-general-intelligence artificial-intelligence artificial-life artificial-neural-networks behaviour brain creature deep-neural-networks dqn intelligence machine-learning nature noogenesis reinforcement-learning simulation simulation-modeling simulator survival-analysis system-biology universe

Last synced: 19 Apr 2025

https://github.com/pengyanghua/dl2

a deep learning-driven scheduler for elastic training in deep learning clusters

cluster-scheduler deep-neural-networks

Last synced: 30 Apr 2025

https://github.com/renuka-fernando/sinhalese_language_racism_detection

Sinhalese Language based Hate Speech Detection

deep-neural-networks detection keras python3 racism rnn-model sinhala-language tweets

Last synced: 01 May 2025

https://github.com/vietnh1009/character-level-cnn-tensorflow

Character-level CNN for text classification

character-level-cnn deep-learning deep-neural-networks document-classification natural-language-processing nlp nlp-machine-learning tensorflow text-classification

Last synced: 04 May 2025

https://github.com/aman9026/predict-covid-19

Predicts COVID-19 from PA view of X-ray when submitted on the website

cnn cnn-classification cnn-keras coronavirus coronavirus-analysis covid-19 css deep-learning deep-neural-networks deeplearning html html-css-javascript india javascript machine-learning ml mlops pandemic python3 xray

Last synced: 15 Dec 2024

https://github.com/tirendazacademy/deep-learning-with-tensorflow

Deep Learning with TensorFlow

deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks keras keras-tensorflow keras-tutorials machine-learning machinelearning-python tensorflow-examples tensorflow-models tensorflow-tutorials

Last synced: 09 Feb 2025

https://github.com/adamsolomou/SC-DNN

Stochastic Computing for Deep Neural Networks

computer-arithmetic custom-computing deep-learning deep-neural-networks python stochastic-arithmetic stochastic-computing

Last synced: 25 Feb 2025

https://github.com/podgorskiy/tensor4

tensor4 - pytorch to C++ convertor using lightweight templated tensor library

cpp deep-learning deep-neural-networks generator python pytorch tensor

Last synced: 13 Apr 2025

https://github.com/yu4u/imgcrop

Simple image augmentation library focusing on random geometric cropping

augmentation convolutional-neural-networks deep-learning deep-neural-networks image-processing python segmentation

Last synced: 25 Mar 2025

https://github.com/dnlcrl/pyfunt

Pythonic Deep Learning Framework Inspired by Torch's Neural Network package

convolutional-neural-networks cython deep-learning deep-neural-networks deeplearning neural-network numpy pyfunt python torch

Last synced: 20 Nov 2024

https://github.com/IBM/MAX-Text-Summarizer

Generate a summarized description of a body of text

deep-neural-networks docker-image machine-learning tensorflow-models

Last synced: 18 Nov 2024

https://github.com/ibm/max-text-summarizer

Generate a summarized description of a body of text

deep-neural-networks docker-image machine-learning tensorflow-models

Last synced: 02 May 2025

https://github.com/altanai/ramudroid

Ramudroid, autonomous solar-powered robot to clean roads, realtime object detection and webrtc based streaming

arduino computer-vision deep-learning deep-neural-networks deep-reinforcement-learning garbage-classification garbage-collection machinelearning motors opencv raspberry-pi robot streaming

Last synced: 01 Apr 2025

https://github.com/fabprezja/keras-gpt-copilot

Integrate an LLM copilot within your Keras model development workflow

deep-learning deep-neural-networks gpt keras llms openai skynet

Last synced: 13 Apr 2025

https://github.com/justanhduc/neuralnet-pytorch

A high level framework for general purpose neural networks in Pytorch.

convolutional-neural-networks deep-learning deep-neural-networks neuralnet-pytorch pytorch sympy theano

Last synced: 13 Apr 2025

https://github.com/yaricom/timeserieslearning

The project aimed to implement Deep NN / RNN based solution in order to develop flexible methods that are able to adaptively fillin, backfill, and predict time-series using a large number of heterogeneous training datasets.

adagrad adam-optimizer adamax deep-learning deep-neural-networks leaky-relu pca-analysis random-forest-regressor recurrent-neural-networks rmsprop rnn time-series

Last synced: 05 Apr 2025

https://github.com/anonymone/neural-architecture-search

This repo is about NAS

automl deep-neural-networks efficient-architecture-search nas neural-architecture-search optimization paper

Last synced: 25 Mar 2025

https://github.com/zhenye-na/gcn-spp

Shortest Path prediction using Graph Convolutional Networks

deep-neural-networks graph-convolutional-networks shortest-path

Last synced: 02 May 2025

https://github.com/srohit0/mida

Selected problems and their solutions from the book on "Machine Intelligence in Design Automation"

artificial-intelligence artificial-neural-networks deep-learning deep-neural-networks design-automation electronic-design-automation feedforward-neural-network logistic-regression machine-intelligence machine-learning machine-learning-algorithms neural-network polynomial-regression vlsi vlsi-circuits vlsi-deep-learning vlsi-design vlsi-machine-learning

Last synced: 15 Apr 2025

https://github.com/sovit-123/image-deblurring-using-deep-learning

PyTorch implementation of image deblurring using deep learning. Use a simple convolutional autoencoder neural network to deblur Gaussian blurred images.

computer-vision computer-vision-neural-networks convolutional-neural-networks deep-learning deep-neural-networks deeplearning-image-deblur image-deblur image-deblurring machine-learning neural-networks pytorch

Last synced: 11 Apr 2025

https://github.com/Zhenye-Na/gcn-spp

Shortest Path prediction using Graph Convolutional Networks

deep-neural-networks graph-convolutional-networks shortest-path

Last synced: 02 Apr 2025

https://github.com/warvito/normative-modelling-using-deep-autoencoders

Normative modelling using deep autoencoders: a multi-cohort study on mild cognitive impairment and Alzheimer’s disease

autoencoder autoencoders deep-autoencoders deep-learning deep-neural-networks neuroimaging normative-modelling

Last synced: 19 Apr 2025

https://github.com/sebastian-sz/resnet-rs-keras

ResNet-RS models rewritten in Tensorflow / Keras functional API.

deep-learning deep-neural-networks image-classification keras onnx tensorflow tensorflow-lite tensorflow-models tensorflow2

Last synced: 20 Jan 2025

https://github.com/tadpole/DRNE

The Implementation of "Deep Recursive Network Embedding with Regular Equivalence"(KDD 2018)

centrality deep-neural-networks network-embedding network-representation-learning

Last synced: 29 Apr 2025

https://github.com/annamalai-nr/subgraph2vec_tf

This repository contains the TensorFlow implemtation of subgraph2vec (KDD MLG 2016) paper

deep-learning deep-neural-networks graph-kernels kdd kernel-methods skipgram tensorflow

Last synced: 27 Mar 2025

https://github.com/ajayarunachalam/pynmsnn

NeuroMorphic Predictive Model with Spiking Neural Networks (SNN) using Pytorch

biological-neural-networks classification deep-learning deep-neural-networks hebbian-learning machine-learning neuromorphic neuromorphic-computing predictive-modeling python pytorch regression spike-detection spike-inference spike-time-dependent-plasticity spiking-neural-networks torch

Last synced: 10 Apr 2025

https://github.com/orestis-z/facial-beauty-predictor

Deep learning model to predict a beauty score for faces in images. Outperforms the state-of-the-art by up to 18% (2019).

computer-vision deep-learning deep-neural-networks facial-beauty-prediction scikit-learn tensorflow

Last synced: 11 Jan 2025

https://github.com/marcogdepinto/python-for-data-analysis-and-machine-learning

This repo contains the projects made for the course of Jose Portilla on Udemy.

analysis data-analysis deep-neural-networks exercise ipynb jupyter-notebook machine-learning numpy pandas python scikit-learn seaborn

Last synced: 13 Feb 2025

https://github.com/hako/dissertation

:mortar_board: :scroll: This repository holds my final year and dissertation project during my time at the University of Lincoln titled 'Deep Learning for Emotion Recognition in Cartoons'.

cartoons convolutional-neural-networks deep-learning deep-neural-networks dissertation emotion emotion-recognition haar-features machine-learning python tex

Last synced: 12 Apr 2025

https://github.com/swainshashwat/Audio-Classification-using-Deep-Learning

Classifying 10 different categories of Sound using Deep Learning.

audio-processing deep-learning deep-neural-networks keras keras-classification-models python3

Last synced: 06 Apr 2025

https://mithi.github.io/deep-blueberry/

If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!

computer-vision convolutional-neural-networks deep-learning deep-learning-algorithms deep-learning-tutorial deep-neural-networks deep-reinforcement-learning generative-adversarial-network keras-tensorflow long-short-term-memory machine-learning machine-learning-algorithms pytorch-implementation pytorch-tutorial recurrent-neural-networks reinforcement-learning variational-autoencoder

Last synced: 27 Mar 2025

https://github.com/yandexdataschool/csc_deeplearning

3-day dive into deep learning at csc

binder course csc deep-neural-networks dive lasagne materials school theano workshop

Last synced: 10 Apr 2025

https://github.com/banterle/nor-vdpnet

A no-reference version of HDR-VDP using deep-learning

convolutional-neural-networks deep-neural-networks hdr hdr-compression hdr-generation hdr-image hdr-imaging hdr-video inverse-tone-mapping machine-learning perceptual-losses perceptual-metrics perceptual-similarity tone-mapping

Last synced: 12 Apr 2025

https://github.com/mithi/deep-blueberry

If you've always wanted to learn about deep-learning but don't know where to start, then you might have stumbled upon the right place!

Last synced: 27 Feb 2025

https://github.com/spatialaudio/data-driven-audio-signal-processing-lecture

Supplementary materials to the lecture data driven audio signal processing

audio audio-processing audio-signal-processing data-driven-model data-driven-signal-processing deep-learning deep-neural-networks educational-resources jupyter jupyter-notebook lecture-material machine-learning masters-course open-educational-resources python3

Last synced: 25 Apr 2025

https://github.com/scitator/yats2s

deep-learning deep-neural-networks natural-language-processing neural-machine-translation nlp nmt seq2seq sequence-to-sequence tensorflow

Last synced: 07 Jan 2025

https://github.com/liuruoze/hiernet-sc2

(AAAI'2019) The codes, models, logs, and data for an extended paper of the original paper "On Reinforcement Learning for Full-length Game of StarCraft". AAAI = AAAI Conference on Artificial Intelligence.

deep-learning deep-neural-networks deep-reinforcement-learning hierarchical-reinforcement-learning reinforcement-learning starcraft-ii starcraft2 starcraft2-agents starcraft2-ai

Last synced: 12 Apr 2025

https://github.com/kleinyuan/tensorflow-yolo-ios

Real time object detection demo App with Yolo on iOS based on tensorflow framework

darknet deep-learning deep-neural-networks deepbelief ios real-time swift tensorflow tiny-yolo yolo

Last synced: 12 Apr 2025

https://github.com/timetoai/timediffusion

Unified Framework for Multiple Time Series Tasks

data-science deep-learning deep-neural-networks framework machine-learning machine-learning-algorithms multi-task multi-task-architecture multiple-tasks open-source pypi-package python python3 pytorch pytorch-implementation time-series time-series-forecasting time-series-imputation time-series-prediction time-series-simulation

Last synced: 10 Apr 2025

https://github.com/mainakrepositor/air-canvas

Draw in the air with your favorite pointer

artificial-intelligence camera-calibration deep-learning deep-neural-networks integration-testing machinelearning-python opencv-python opencv2

Last synced: 02 May 2025

https://github.com/akimach/gestureai

RNN(Recurrent Nerural network) model which recognize hand-gestures drawing 5 figures.

coreml dataset deep-learning deep-neural-networks demo ios keras keras-models keras-tensorflow machine-learning python python-2 recurrent-nerural-network rnn tensorflow

Last synced: 09 Apr 2025

https://github.com/changwoolee/wgan-gp-tensorflow

Tensorflow Implementation of Paper "Improved Training of Wasserstein GANs"

deep-learning deep-neural-networks gan generative-adversarial-network python tensorflow wgan wgan-gp

Last synced: 30 Apr 2025

https://github.com/mainakrepositor/deep-learning-python

A collection of some cool deep learning projects in python

deep-belief-network deep-learning deep-neural-networks deep-reinforcement-learning mnist-classification python recognizing-handwritten-digits tensorflow2

Last synced: 02 May 2025

https://github.com/Deyht/CIANNA

Convolutional Interactive Artificial Neural Networks by/for Astrophysicists

astronomy astrophysics convolutional-neural-networks cuda deep-learning deep-neural-networks gpu machine-learning ml neural-network object-detection yolo

Last synced: 20 Apr 2025

https://github.com/qasimwani/policy-value-methods

Deep Reinforcement Learning algorithms for Policy Value methods written from scratch.

a3c-lstm actor-critic algorithms augmented-random-search ddpg deep-neural-networks deep-reinforcement-learning evolutionary-algorithms openai-gym policy-gradient proximal-policy-optimization reinforce td3

Last synced: 12 Apr 2025

https://github.com/donutloop/machine-learning-research-papers

Collection of machine learning research paper references

deep-learning deep-neural-networks gradient-descent machine-learning research-paper

Last synced: 29 Nov 2024

https://github.com/avhirupc/semantic-image-completion

Implementation of : Semantic Image Inpainting with Perceptual and Contextual Losses Raymond

computer-vision deep-learning deep-neural-networks image-inpainting machine-learning python tensorflow-experiments

Last synced: 09 Feb 2025

https://github.com/trykatchup/password-similarity-nlp

Password Similarity Detection Using Deep Neural Networks. This project was the case study of my bachelor's thesis.

deep-neural-networks fasttext machine-learning nlp-machine-learning password password-similarity privacy privacy-protection word-embeddings

Last synced: 10 Apr 2025

https://github.com/durner/storn-keras

This is a STORN (Stochastical Recurrent Neural Network) implementation for keras!

deep-learning deep-neural-networks keras machine-learning recurrent-neural-networks stochastic tensorflow theano

Last synced: 13 Apr 2025

https://github.com/jecampagne/cours_mallat_cdf

Lecture notes of Professor Stéphane Mallat - Collège de France - Paris

approximation bayesian-inference convolutional-neural-networks curse-of-dimensionality deep-neural-networks fisher-information fourier-transform gaussian-processes markov-chain math orthogonal-basis regularity scattering-transform shannon-entropy svm-model wavelet-transform

Last synced: 11 Apr 2025

https://github.com/mrtkp9993/deeplearningexamples

Deep learning examples with Python and Tensorflow & Keras.

artificial-intelligence classification colab convolutional-neural-networks data-science deep-learning deep-learning-example deep-neural-networks deeplearningexamples dense-neural-network keras machine-learning python python3 regression tensorflow

Last synced: 17 Nov 2024

https://github.com/skblaz/san

Attention-based feature ranking for propositional data.

attention-mechanism deep-neural-networks feature-ranking machine-learning

Last synced: 17 Dec 2024

https://github.com/agentmaker/paddle-perceptualsimilarity

LPIPS metric on PaddlePaddle. pip install paddle-lpips

deep-learning deep-neural-networks paddle paddlepaddle perceptual-losses perceptual-metric perceptual-similarity

Last synced: 01 Dec 2024

https://github.com/ma7555/nndpi

High performance deep packet inspection AI model using neural networks with an embedding layer, 1D Convolution layers and bidirectional gated recurrent unit.

deep-learning deep-neural-networks deep-packet-inspection keras-tensorflow network-security tensorflow tensorflow2