sequential-models

There are 0 repository under sequential-models topic.

pmixer / SASRec.pytorch
PyTorch(1.6+) implementation of https://github.com/kang205/SASRec
pytorch recommender-system sasrec sequential-models
Language:Python 284
google / vae-seq
Variational Auto-Encoders in a Sequential Setting.
generative-models machine-learning rnn sequential-models vae
Language:Python 169
stared / keras-sequential-ascii
ASCII summary for simple sequential models in Keras
ascii deep-learning convnet keras sequential-models keras-visualization
Language:Jupyter Notebook 120
pmixer / TiSASRec.pytorch
https://github.com/JiachengLi1995/TiSASRec in PyTorch
pytorch recommender-system sequential-models tisasrec
Language:Python 78
CaptainE / RNN-LSTM-in-numpy
Building a RNN and LSTM from scratch with NumPy.
recurrent-neural-networks lstm-neural-networks language-model sequential-models pytorch numpy natural-language-processing
Language:Jupyter Notebook 34
YifanZhou95 / Translation-based-Recommendation
Sequential recommendation algorithm
recommender-system sequential-models
Language:Python 27
ayush1999 / Keras.jl
Run keras models with a Flux backend
flux julia keras models machine-learning keras-models sequential-models neural-networks
Language:Julia 20
albertusk95 / intention-to-code-lstm
Source Code Generation Based On User Intention Using LSTM Networks
automatic-programming code-generation program-synthesis natural-language-processing deep-learning long-short-term-memory encoder-decoder-model sequential-models
Language:Python 18
Jithsaavvy / Explaining-deep-learning-models-for-detecting-anomalies-in-time-series-data-RnD-project
This research work focuses on comparing the existing approaches to explain the decisions of models trained using time-series data and proposing the best-fit method that generates explanations for a deep neural network. The proposed approach is used specifically for explaining LSTM networks for anomaly detection task in time-series data (satellite telemetry data).
anomaly-detection lstm-neural-networks regression rnn satellite sequential-models telemetry-data tensorflow time-series
Language:Jupyter Notebook 18
anantSinghCross / realtime-hand-gesture-recognition
Hand Gesture Recognition using CNNs and Perceptrons in realtime (OpenCV)
deep-neural-networks neural-networks gesture-recognition machine-learning model keras tensorflow opencv opencv-python dense dropout sequential-models perceptron convolutional-neural-networks
Language:Python 17
FirstHandScientist / genhmm
Generative model based HMM model
sequential-models generator generative-model likelihood-based neural-network hidden-markov-model
Language:Python 17
TrainingByPackt / Applied-Deep-Learning-with-Keras
Solve complex real-life problems with the simplicity of Keras
python keras deep-learning neural-networks machine-learning cross-validation wrapper model-evaluation model-accuracy cnn-keras rnn sequential-models
Language:Jupyter Notebook 17
DyGRec / DT4SR
Code for CIKM 2021 best short paper nomination "Modeling Sequences as Distributions with Uncertainty for Sequential Recommendation" https://arxiv.org/abs/2106.06165
transformer sequential-models recommendation coldstart
Language:Python 15
BinFuPKU / DPJF-MBS
the code of our paper "Beyond Matching: Modeling Two-Sided Multi-Behavioral Sequences For Dynamic Person-Job Fit" (实现十多个人岗匹配模型和动态人岗匹配模型的算法库，2021)
multi-task-architecture reciprocal-recommender-system sequential-models
Language:Python 12
EPSOFT / layers
layers
layers attention conv2d dense flatten maxpooling2d noisy-regularization relu relu-activation relu-layer sequential sequential-models tensorflow globalmaxpooling1d
Language:Jupyter Notebook 11
harsh-99 / Sequential-Data-Loader-and-Model-for-Variable-Length-Data
Data loader and model for variable length data in PyTorch
nlp dataloader sequential-dataloader sequential-data sequential-models variable-length-data pytorch
Language:Python 10
inboxpraveen / Skin-cancer-lesion-detection
This repository contains skin cancer lesion detection models. These are trained on a sequential and a custom ResNet model
machine-learning deep-learning deep-neural-networks computer-vision cancer cancer-detection lesion-detection resnet sequential-models skin-cancer lesion-segmentation cancer-imaging-research resnet-18 skin-detection
Language:Jupyter Notebook 9
beomso0 / ezSASRec
An easy and efficient tool to build sequential recommendation system utilizing SASRec
recommendation recommendation-algorithm recommendation-system recommendations recommender recommender-system recommender-systems sasrec sequential sequential-models sequential-recommendation tensorflow sasrec-tf
Language:Jupyter Notebook 8
PrincySinghal / Document-classification-and-Data-extraction
Splitting and classifying documents from a pdf or image consisting of 5 classes of documents like Aadhar card,Pan etc followed by information retrieval from each document.
cnn ocr python deep-neural-networks sequential-models
Language:Jupyter Notebook 8
manupomax / time_series_bible
comprehensive collection of powerful techniques for time series data visualization, analysis and modeling
sarima deep-neural-networks dilated-convolution sequential-models time-series comprehensive-collection temporal-convolutional-network
Language:Jupyter Notebook 5
shomerthesec / Research-Buildings-Energy-forecasting-using-Deep-Learning
Research done by me and @mennanawar on load forecasting using the ASHRAE building dataset provided by kaggle.
deep-learning deep-neural-networks load-forecasting machine-learning sequence-to-sequence sequential-models transfer-learning transformer building-to-building-transfer-learning
Language:Jupyter Notebook 5
copev313 / Chatbot-Using-Deep-Learning
We build a chatbot by implementing machine learning and natural language processing.
python jupyter-notebook tensorflow keras neural-networks sequential-models embedding-models global-average-pooling dense-layers label-encoding user-intent sklearn text-preprocessing
Language:Jupyter Notebook 4
deepankarvarma / Yawn-Detection-OpenCV-Keras-TensorFlow-Sklearn
This repository contains Python code for generating a yawning detection model and using it to detect yawning instances from a live camera stream. The model architecture consists of convolutional and pooling layers, followed by fully connected layers.
convolutional-neural-networks data-science image-augmentation image-classification image-processing image-recognition kaggle keras machine-learning opencv python sequential-models tensorflow yawn-detection
Language:Python 4
fleverest / elections.dtree
Perform ballot-polling Bayesian audits for ranked voting elections using a Dirichlet-tree prior distribution.
auditing bayesian-inference election-analysis r sequential-models
Language:C++ 4
JiahongChen / d2l-pytorch-implementation
This repo provides Pytorch implementation for codes in the book "Dive Into Deep Learning" (http://d2l.ai/) and course Berkeley STAT 157 (https://courses.d2l.ai), which gives a brief tutorial on deep learning methods.
deep-learning pytorch d2l dive-into-deep-learning data-science computer-vision sequential-models time-series deep-learning-tutorial
Language:Jupyter Notebook 4
MohsenAmiri79 / Customer-Loyalty-Prediction-in-Python
A machine learning and deep learning project from ground up.
data-preprocessing deep-learning feedforward-neural-network hyperparameter-optimization machine-learning optuna python pytorch neural-networks sequential-models feature-engineering feature-selection
Language:Jupyter Notebook 4
Pirata-Codex / Farsi-Digit-Recognizer
Building a model for recognizing Farsi digits with the highest possible accuracy
hoda-dataset lstm python3 sequential-models
Language:Jupyter Notebook 4
achhina / face-mask-detection
Real time Face Mask Detection using Deep Learning & Machine Learning to recognize whether an individual is wearing a face mask or not. This was then used in conjunction with OpenCV facial recognition deep learning model to detect all faces and pass them to our Face Mask model for an assessment.
tensorflow2 keras python3 opencv-python sequential-models
Language:Python 3
Ankit152 / Emotions-Detection-NLP
Emotions dataset for NLP classification tasks.
nlp keras lstms bidirectional-lstm emotions sentence-classification confusion-matrix sequential-models nlp-classification-tasks emotions-dataset emotions-detection multiclass-classification
Language:Jupyter Notebook 3
joyeetadey / Violence-Detection-From-Videos
realtime violence detection from videos using cnn-lstm model
violence-detection cnn-lstm-models vgg16 resnet101 convolutional-neural-networks sequential-models video-augmentation violence-data
Language:Jupyter Notebook 3
R-Aravind / fad-sagemaker-deployment
Sagemaker deployment of a pre-trained model for the classification of fake Instagram users.
sequential-models pytorch sagemaker inference
Language:Python 3
r-papso / carca-replication
CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-Attention
deep-learning recommender-system sequential-models transformer
Language:Python 3
wmkouw / ssa-nlp
Sequential subspace alignment for temporal domain adaptation in natural language processing
natural-language-processing domain-adaptation sequential-models subspace-alignment
Language:Jupyter Notebook 3
deepankarvarma / Skin-Cancer-Detection--OpenCV-TensorFlow-Keras
This repository contains Python code for generating a skin cancer detection model and utilizing it to detect skin cancer from user-inputted images or videos. The model architecture follows a sequential structure consisting of convolutional and pooling layers, with the final output layer using a sigmoid activation function.
binary-classification binary-image-classification convolutional-neural-networks image-classification image-processing kaggle keras opencv python sequential-models skin-cancer-detection tensorflow video-classification computer-vision deep-learning
Language:Python 2
Devbijwe / Text-Emotions-Classification
A machine learning model for emotion classification in text data.
keras machine-learning natural-language-processing python sequential-models
Language:Jupyter Notebook 2
thag0 / JNN
Biblioteca para manipulação de modelos de Redes Neurais
convolutional-neural-networks deep-learning framework machine-learning neural-network-framework neural-networks-from-scratch sequential-models training-model cnn deep-neural-networks dnn library tensor ai java java-framework neural-networks java-library
Language:Java 2

sequential-models

pmixer / SASRec.pytorch

google / vae-seq

stared / keras-sequential-ascii

pmixer / TiSASRec.pytorch

CaptainE / RNN-LSTM-in-numpy

YifanZhou95 / Translation-based-Recommendation

ayush1999 / Keras.jl

albertusk95 / intention-to-code-lstm

Jithsaavvy / Explaining-deep-learning-models-for-detecting-anomalies-in-time-series-data-RnD-project

anantSinghCross / realtime-hand-gesture-recognition

FirstHandScientist / genhmm

TrainingByPackt / Applied-Deep-Learning-with-Keras

DyGRec / DT4SR

BinFuPKU / DPJF-MBS

EPSOFT / layers

harsh-99 / Sequential-Data-Loader-and-Model-for-Variable-Length-Data

inboxpraveen / Skin-cancer-lesion-detection

beomso0 / ezSASRec

PrincySinghal / Document-classification-and-Data-extraction

manupomax / time_series_bible

shomerthesec / Research-Buildings-Energy-forecasting-using-Deep-Learning

copev313 / Chatbot-Using-Deep-Learning

deepankarvarma / Yawn-Detection-OpenCV-Keras-TensorFlow-Sklearn

fleverest / elections.dtree

JiahongChen / d2l-pytorch-implementation

MohsenAmiri79 / Customer-Loyalty-Prediction-in-Python

Pirata-Codex / Farsi-Digit-Recognizer

achhina / face-mask-detection

Ankit152 / Emotions-Detection-NLP

joyeetadey / Violence-Detection-From-Videos

R-Aravind / fad-sagemaker-deployment

r-papso / carca-replication

wmkouw / ssa-nlp

deepankarvarma / Skin-Cancer-Detection--OpenCV-TensorFlow-Keras

Devbijwe / Text-Emotions-Classification

thag0 / JNN