sequence-models

This repository contains my full work and notes on Coursera's NLP Specialization (Natural Language Processing) taught by the instructor Younes Bensouda Mourri and Łukasz Kaiser offered by deeplearning.ai

nlp machine-learning deep-learning naive-bayes coursera neural-networks logistic-regression attention-mechanism neural specialization probabilistic-models encoder-decoder sequence-models deeplearning-ai

UpdatedJun 28, 2021
Jupyter Notebook

lijqhs /deeplearning-notes

Star536

Notes for Deep Learning Specialization Courses led by Andrew Ng.

data-science machine-learning statistics deep-learning neural-network algorithms notes tensorflow coursera cnn hyperparameter-optimization data-analysis summary deeplearning backpropagation andrew-ng bias-variance sequence-models overfitting

UpdatedAug 14, 2022

wherobots /GeoTorchAI

Star512

GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale

deep-neural-networks deep-learning raster-data spatial-data-analysis prediction-model spatio-temporal-analysis sequence-models satellite-images spatio-temporal-prediction classification-model segmentation-models st-resnet spatio-temporal-models convlstm-pytorch deepsat satellite-classification

UpdatedOct 22, 2023
Jupyter Notebook

limberc /deeplearning.ai

Star218

natural-language-processing deep-learning neural-network coursera convolutional-neural-networks optimization-algorithms sequence-models andrew-ng-course

UpdatedJul 28, 2018
HTML

MantisAI /nervaluate

Sponsor

Star198

Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13

machine-learning natural-language-processing named-entity-recognition evaluation-metrics sequence-models

UpdatedSep 6, 2025
Python

ayyucekizrak /Keras_ile_Derin_Ogrenmeye_Giris

Star170

BTK Akademi -1 Milyon İstihdam Projesi için Merve Ayyüce Kızrak tarafından Hazırlanmıştır.

python computer-vision deep-learning artificial-intelligence generative-adversarial-network keras-tensorflow sequence-models derin-ogrenme yapay-zeka makine-ogrenmesi

UpdatedApr 26, 2024
Jupyter Notebook

skywaLKer518 /A-Recsys

Star107

A Tensorflow based implicit recommender system

metadata tensorflow lstm recsys attribute-embedding sequence-models

UpdatedNov 22, 2019
Python

MrinmoiHossain /Deep-Learning-Specialization-Coursera

Star95

Deep Learning Specialization Course by Coursera. Neural Networks, Deep Learning, Hyper Tuning, Regularization, Optimization, Data Processing, Convolutional NN, Sequence Models are including this Course.

deep-learning optimization coursera neural-networks regularization convolutional-networks sequence-models

UpdatedOct 2, 2020
Jupyter Notebook

aws-samples /amazon-sagemaker-amazon-routing-challenge-sol

Star71

AWS Last Mile Route Sequence Optimization

markov-model reinforcement-learning ppm dynamic-programming markov-decision-processes sequence-models last-mile-delivery sagemaker-processing

UpdatedJun 17, 2024
Python

taylorhawks /RNN-music-recommender

Star71

sequential content-based recommendation system

music spotify pipeline spotify-api playlist-generator music-theory rnn sequence-to-sequence sequence-models multivariate-timeseries

UpdatedJan 28, 2020
Jupyter Notebook

gyunggyung /Sequence-Models-coursera

Star69

Sequence Models by Andrew Ng on Coursera. Programming Assignments and Quiz Solutions.

deep-learning coursera lstm rnn andrew-ng sequence-models word-embedding

UpdatedMar 26, 2021
Jupyter Notebook

emreaksan /stcn

Star69

STCN: Stochastic Temporal Convolutional Networks

temporal-models sequence-models variational-auto-encoder

UpdatedJul 15, 2020
Python

GenRobo /MatMamba

Star61

Code and pretrained models for the paper: "MatMamba: A Matryoshka State Space Model"

mamba sequence-models state-space-model matryoshka matryoshka-representation-learning

UpdatedNov 21, 2024
Python

zhang-guodong /Deep-Learning-Specialization

Star58

My solutions to Quizzes and Programming Assignments of the specialization.

python deep-learning jupyter-notebook coursera quiz programming-assignment andrew-ng sequence-models andrew-ng-course

UpdatedJun 18, 2021
Jupyter Notebook

eth-ait /spl

Star58

Structured Prediction Helps 3D Human Motion Modelling - ICCV '19

temporal-data sequence-models structured-prediction motion-models motion-forecasting motion-prediction

UpdatedJun 15, 2023
Python

azminewasi /Deep-Learning-AndrewNg-DeepLearning.AI

Star55

Contains all course modules, exercises and notes of Deep Learning Specialization by Andrew Ng, and DeepLearning.ai in Coursera

machine-learning deep-neural-networks reinforcement-learning deep-learning tensorflow machine-learning-algorithms deep-reinforcement-learning deeplearning convolutional-neural-networks cnn-keras andrew-ng sequence-models andrew-ng-course andrew-ng-machine-learning tensorflow2

UpdatedJun 11, 2023
Jupyter Notebook

aertslab /CREsted

Star53

CREsted is a Python package for training sequence-based deep learning models on scATAC-seq data, for capturing enhancer code and for designing cell type-specific sequences.

deep-learning sequence-models single-cell-genomics scatac-seq regulatory-genomics scverse

UpdatedDec 17, 2025
Python

FahdSeddik /DeepLearning.AI-Natural-Language-Processing-Specialization

Star48

This is all my notebooks, lab solutions, and assignments for the DeepLearning.AI Natural Language Processing Specialization on Coursera.

nlp natural-language-processing coursera probabilistic-models sequence-models attention-model deeplearning-ai coursera-specialization vector-space-models

UpdatedSep 28, 2022
Jupyter Notebook

Improve this page

Add a description, image, and links to thesequence-models topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with thesequence-models topic, visit your repo's landing page and select "manage topics."

Learn more

Movatterモバイル変換

Navigation Menu

Search code, repositories, users, issues, pull requests...

Provide feedback

Saved searches

Use saved searches to filter your results more quickly