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:TeX 504
google / vae-seq
Variational Auto-Encoders in a Sequential Setting.
vae sequential-models rnn generative-models machine-learning
Language:Python 177
stared / keras-sequential-ascii
ASCII summary for simple sequential models in Keras
ascii deep-learning convnet keras sequential-models keras-visualization
Language:Jupyter Notebook 127
pmixer / TiSASRec.pytorch
https://github.com/JiachengLi1995/TiSASRec in PyTorch
pytorch recommender-system sequential-models tisasrec
Language:Python 99
liuqidong07 / LLMEmb
[AAAI'25 Oral] The official implementation code of LLMEmb
embeddings large-language-models llm recommendation recommender-system sequential-models sequential-recommendation
Language:Python 46
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 43
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 29
YifanZhou95 / Translation-based-Recommendation
Sequential recommendation algorithm
recommender-system sequential-models
Language:Python 28
ayush1999 / Keras.jl
Run keras models with a Flux backend
flux julia keras keras-models machine-learning models neural-networks sequential-models
Language:Julia 21
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
anantSinghCross / realtime-hand-gesture-recognition
Hand Gesture Recognition using CNNs and Perceptrons in realtime (OpenCV)
convolutional-neural-networks deep-neural-networks dense dropout gesture-recognition keras machine-learning model neural-networks opencv opencv-python perceptron sequential-models tensorflow
Language:Python 18
FirstHandScientist / genhmm
Generative model based HMM model
sequential-models generator generative-model likelihood-based neural-network hidden-markov-model
Language:Python 18
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
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 16
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 16
EPSOFT / layers
layers
layers attention conv2d dense flatten maxpooling2d noisy-regularization relu relu-activation relu-layer sequential sequential-models tensorflow globalmaxpooling1d
Language:Jupyter Notebook 12
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 deep-neural-networks ocr python sequential-models
Language:Jupyter Notebook 12
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 10
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 9
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
LuluW8071 / Text-Sentiment-Analysis
Text Sentiment Analysis with RNNs Models + Additive Attention and Transformers
attention-mechanism bert-fine-tuning distilbert nlp pytorch sentiment-classification sequential-models text-classification transformers
Language:Jupyter Notebook 9
NishantkSingh0 / Predictive-Models
It include Classification & Regression models trained on Huge kaggle datasets
kaggle-dataset matplotlib numpy pandas seaborn sequential-models sklearn tensrflow custom-weight-adjustment
Language:Jupyter Notebook 9
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 computer-vision convolutional-neural-networks deep-learning image-classification image-processing kaggle keras opencv python sequential-models skin-cancer-detection tensorflow video-classification
Language:Python 8
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.
building-to-building-transfer-learning deep-learning deep-neural-networks load-forecasting machine-learning sequence-to-sequence sequential-models transfer-learning transformer
Language:Jupyter Notebook 7
ayan-cs / bangla-ocr-transformer
Implementation of the paper 'Towards Full page Offline Bangla Handwritten Text Recognition using Image-to-Sequence Architecture'. For details, please read the README section.
bangla-dataset bangla-nlp bangla-ocr computer-vision deep-learning handwritten-text-recognition image-to-text sequential-models transformer-architecture transformer-models
Language:Python 6
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++ 6
ycchen1989 / Quantum_Long_Short_Term_Memory
Implementation of Quantum Long Short-term Memory (QLSTM)
deep-learning deep-neural-networks long-short-term-memory machine-learning quantum quantum-ai quantum-algorithms quantum-artificial-intelligence quantum-computing quantum-machine-learning sequential-models
Language:Python 6
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 5
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
MsnAmiri / 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 5
Pirata-Codex / Farsi-Digit-Recognizer
Building a model for recognizing Farsi digits with the highest possible accuracy
lstm sequential-models hoda-dataset python3
Language:Jupyter Notebook 5
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 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
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
r-papso / carca-replication
CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-Attention
deep-learning recommender-system sequential-models transformer
Language:Python 4
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 multidimensional-arrays tensor-java
Language:Java 3

sequential-models

pmixer / SASRec.pytorch

google / vae-seq

stared / keras-sequential-ascii

pmixer / TiSASRec.pytorch

liuqidong07 / LLMEmb

CaptainE / RNN-LSTM-in-numpy

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

YifanZhou95 / Translation-based-Recommendation

ayush1999 / Keras.jl

albertusk95 / intention-to-code-lstm

anantSinghCross / realtime-hand-gesture-recognition

FirstHandScientist / genhmm

TrainingByPackt / Applied-Deep-Learning-with-Keras

BinFuPKU / DPJF-MBS

DyGRec / DT4SR

EPSOFT / layers

PrincySinghal / Document-classification-and-Data-extraction

beomso0 / ezSASRec

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

inboxpraveen / Skin-cancer-lesion-detection

LuluW8071 / Text-Sentiment-Analysis

NishantkSingh0 / Predictive-Models

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

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

ayan-cs / bangla-ocr-transformer

fleverest / elections.dtree

ycchen1989 / Quantum_Long_Short_Term_Memory

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

manupomax / time_series_bible

MsnAmiri / Customer-Loyalty-Prediction-in-Python

Pirata-Codex / Farsi-Digit-Recognizer

wmkouw / ssa-nlp

copev313 / Chatbot-Using-Deep-Learning

JiahongChen / d2l-pytorch-implementation

r-papso / carca-replication

thag0 / JNN