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autoencoders

Here are 474 public repositories matching this topic...

serengil / tensorflow-101

TensorFlow 101: Introduction to Deep Learning

Updated Dec 29, 2023
Jupyter Notebook

curiousily / Deep-Learning-For-Hackers

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

python machine-learning deep-learning sentiment-analysis tensorflow keras artificial-intelligence neural-networks object-detection jupyter-notebooks autoencoders tensorflow-tutorial bert image-augmentation anomaly-detection time-series-classification time-series-forecasting lstms intent-recognition

Updated Apr 23, 2020
Jupyter Notebook

aapatel09 / handson-unsupervised-learning

Code for Hands-on Unsupervised Learning Using Python (O'Reilly Media)

machine-learning deep-learning clustering artificial-intelligence generative-adversarial-network unsupervised-learning autoencoders anomaly-detection

Updated Jan 20, 2024
Jupyter Notebook

curiousily / Credit-Card-Fraud-Detection-using-Autoencoders-in-Keras

iPython notebook and pre-trained model that shows how to build deep Autoencoder in Keras for Anomaly Detection in credit card transactions data

deep-learning tensorflow keras credit-card-fraud autoencoders tensorflow-tutorial anomaly-detection

Updated Jun 28, 2019
Jupyter Notebook

milaan9 / Deep_Learning_Algorithms_from_Scratch

This repository explores the variety of techniques and algorithms commonly used in deep learning and the implementation in MATLAB and PYTHON

data-science deep-learning linear-regression image-processing neural-networks image-captioning logistic-regression object-detection autoencoders adversarial-machine-learning rnn-pytorch cnn-classification tutor-milaan9 deep-learning-pytorch deep-learning-matlab deep-learning-python

Updated Dec 9, 2022
Jupyter Notebook

nathanhubens / Autoencoders

Implementation of simple autoencoders networks with Keras

deep-learning keras neural-networks autoencoders

Updated Aug 4, 2020
Jupyter Notebook

MetaRec

khanhnamle1994 / MetaRec

PyTorch Implementations For A Series Of Deep Learning-Based Recommendation Models

django deep-learning tensorflow pytorch collaborative-filtering matrix-factorization ranking tensorboard boltzmann-machines recommender-systems autoencoders movielens-dataset meta-learning multilayer-perceptron cometml wandb

Updated Nov 21, 2022
Python

vuptran / graph-representation-learning

Autoencoders for Link Prediction and Semi-Supervised Node Classification (DSAA 2018)

deep-learning semi-supervised-learning autoencoders link-prediction graph-representation node-classification

Updated Jul 18, 2019
Python

aqibsaeed / Place-Recognition-using-Autoencoders-and-NN

Place recognition with WiFi fingerprints using Autoencoders and Neural Networks

deep-learning neural-networks wifi-fingerprints autoencoders place-recognition

Updated Nov 6, 2017
Jupyter Notebook

pcko1 / Deep-Drug-Coder

A tensorflow.keras generative neural network for de novo drug design, first-authored in Nature Machine Intelligence while working at AstraZeneca.

neural-network drug-discovery molecules autoencoders lstm-neural-networks denovo-design smiles-strings

Updated Mar 24, 2023
Python

gagan-iitb / CS550

Machine Learning Course at IIT Bhilai

svm regression cnn gan supervised-learning classification rnn dimensionality-reduction decision-trees autoencoders anomaly-detection diffusion-models

Updated Nov 7, 2023
Jupyter Notebook

harveyslash / Deep-Steganography

Hiding Images within other images using Deep Learning

deep-neural-networks deep-learning tensorflow tensorflow-experiments convolutional-neural-networks autoencoders nips-2017

Updated Apr 25, 2018
Jupyter Notebook

farhanchoudhary / Deep-Learning-A-Z-Hands-on-Artificial-Neural-Network

Codes and Templates from the SuperDataScience Course

recurrent-neural-networks artificial-neural-networks convolutional-neural-networks boltzmann-machines autoencoders self-organizing-map superdatascience-course

Updated Oct 25, 2017
Python

hamaadshah / autoencoders_tensorflow

Automatic feature engineering using deep learning and Bayesian inference using TensorFlow.

python machine-learning deep-learning tensorflow keras feature-extraction autoencoder bayesian-inference representation-learning feature-engineering autoencoders

Updated Feb 15, 2023
Python

rezacsedu / Deep-Learning-for-Clustering-in-Bioinformatics

Deep Learning-based Clustering Approaches for Bioinformatics

bioinformatics deep-learning neural-networks convolutional-autoencoder representation-learning autoencoders lstm-neural-networks variational-autoencoder clustering-analysis

Updated Jan 28, 2021
Jupyter Notebook

alexandru-dinu / cae

Compressive Autoencoder.

autoencoders binarization lossy-image-compression

Updated Jul 30, 2021
Python

AKASH2907 / Introduction_to_Deep_Learning_Coursera

Intro to Deep Learning by National Research University Higher School of Economics

deep-learning neural-network tensorflow optimization linear-regression keras coursera cnn assignment rnn image-captioning autoencoders activation-functions

Updated Nov 30, 2020
Jupyter Notebook

greenelab / adage

Data and code related to the paper "ADAGE-Based Integration of Publicly Available Pseudomonas aeruginosa..." Jie Tan, et al · mSystems · 2016

data machine-learning research paper gene-expression dataset neural-networks methodology manuscript autoencoders denoising-autoencoders pseudomonas-aeruginosa supplement

Updated May 26, 2016
Python

timothyyu / wsae-lstm

implementation of WSAE-LSTM model as defined by Bao, Yue, Rao (2017)

machine-learning deep-learning time-series financial lstm stock-price-prediction autoencoders deep-learning-framework wavelet-transform stacked-autoencoder wsae-lstm

Updated Dec 8, 2022
Jupyter Notebook

numaproj / numalogic

Collection of operational time series ML models and tools

python machine-learning deep-learning time-series outlier-detection unsupervised-learning autoencoders hacktoberfest variational-autoencoder

Updated May 22, 2024
Python

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