sequence-models

There are 3 repositories under sequence-models topic.

state-spaces / s4
Structured state space sequence models
state-space-models sequence-models pytorch
Language:Jupyter Notebook 2102
raminmh / CfC
Closed-form Continuous-time Neural Networks
deep-learning neural-ode pytorch recurrent-neural-networks sequence-models tensorflow
Language:Python 809
ibrahimjelliti / Deeplearning.ai-Natural-Language-Processing-Specialization
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
machine-learning deep-learning nlp coursera deeplearning-ai specialization neural neural-networks logistic-regression naive-bayes probabilistic-models sequence-models attention-mechanism encoder-decoder
Language:Jupyter Notebook 701
GeoTorchAI
wherobots / GeoTorchAI
GeoTorchAI: A Framework for Training and Using Spatiotemporal Deep Learning Models at Scale
classification-model convlstm-pytorch deep-learning deep-neural-networks deepsat prediction-model raster-data satellite-images segmentation-models sequence-models spatial-data-analysis spatio-temporal-analysis spatio-temporal-models spatio-temporal-prediction st-resnet satellite-classification
Language:Jupyter Notebook 457
lijqhs / deeplearning-notes
Notes for Deep Learning Specialization Courses led by Andrew Ng.
deep-learning data-science machine-learning algorithms coursera statistics neural-network cnn tensorflow deeplearning andrew-ng bias-variance overfitting backpropagation sequence-models data-analysis notes hyperparameter-optimization summary
383
limberc / deeplearning.ai
andrew-ng-course deep-learning natural-language-processing convolutional-neural-networks sequence-models optimization-algorithms neural-network coursera
Language:HTML 190
ayyucekizrak / Keras_ile_Derin_Ogrenmeye_Giris
BTK Akademi -1 Milyon İstihdam Projesi için Merve Ayyüce Kızrak tarafından Hazırlanmıştır.
yapay-zeka derin-ogrenme makine-ogrenmesi keras-tensorflow python computer-vision sequence-models generative-adversarial-network deep-learning artificial-intelligence
Language:Jupyter Notebook 150
MantisAI / nervaluate
Full named-entity (i.e., not tag/token) evaluation metrics based on SemEval’13
natural-language-processing machine-learning named-entity-recognition sequence-models evaluation-metrics
Language:Python 138
skywaLKer518 / A-Recsys
A Tensorflow based implicit recommender system
attribute-embedding lstm metadata recsys sequence-models tensorflow
Language:Python 107
MrinmoiHossain / Deep-Learning-Specialization-Coursera
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 neural-networks coursera convolutional-networks optimization regularization sequence-models
Language:Jupyter Notebook 84
emreaksan / stcn
STCN: Stochastic Temporal Convolutional Networks
sequence-models variational-auto-encoder temporal-models
Language:Python 69
taylorhawks / RNN-music-recommender
sequential content-based recommendation system
rnn music music-theory spotify playlist-generator sequence-to-sequence sequence-models multivariate-timeseries pipeline spotify-api
Language:Jupyter Notebook 68
gyunggyung / Sequence-Models-coursera
Sequence Models by Andrew Ng on Coursera. Programming Assignments and Quiz Solutions.
coursera sequence-models lstm word-embedding deep-learning andrew-ng rnn
Language:Jupyter Notebook 60
eth-ait / spl
Structured Prediction Helps 3D Human Motion Modelling - ICCV '19
motion-prediction motion-forecasting temporal-data sequence-models structured-prediction motion-models
Language:Python 56
amazon-sagemaker-amazon-routing-challenge-sol
aws-samples / amazon-sagemaker-amazon-routing-challenge-sol
AWS Last Mile Route Sequence Optimization
last-mile-delivery markov-decision-processes markov-model ppm reinforcement-learning sequence-models sagemaker-processing dynamic-programming
Language:Python 51
zhang-guodong / Deep-Learning-Specialization
My solutions to Quizzes and Programming Assignments of the specialization.
python jupyter-notebook coursera quiz programming-assignment deep-learning sequence-models andrew-ng andrew-ng-course
Language:Jupyter Notebook 48
FahdSeddik / DeepLearning.AI-Natural-Language-Processing-Specialization
This is all my notebooks, lab solutions, and assignments for the DeepLearning.AI Natural Language Processing Specialization on Coursera.
attention-model coursera coursera-specialization deeplearning-ai natural-language-processing nlp probabilistic-models sequence-models vector-space-models
Language:Jupyter Notebook 37
nsi319 / Finetune-Transformers
Abstractive text summarization by fine-tuning seq2seq models.
nlp huggingface transformers abstractive-summarization sequence-models transfer-learning pegasus t5-model bart colab
Language:Python 33
jackfrost1411 / Generative-chatbot
Generative chatbot using seq2seq
seq2seq encoder-decoder natural-language-processing nlp deep-learning deeplearning sequence-models chatbot artificial-intelligence artificialintelligence python python3
Language:Jupyter Notebook 25
azminewasi / Deep-Learning-AndrewNg-DeepLearning.AI
Contains all course modules, exercises and notes of Deep Learning Specialization by Andrew Ng, and DeepLearning.ai in Coursera
andrew-ng andrew-ng-course andrew-ng-machine-learning cnn-keras convolutional-neural-networks deep-learning deep-neural-networks deep-reinforcement-learning deeplearning machine-learning machine-learning-algorithms reinforcement-learning sequence-models tensorflow tensorflow2
Language:Jupyter Notebook 22
ali-izhar / machine-learning
Comprehensive repository featuring in-depth studies and practical projects in ML & DL
tensorflow computer-vision deeplearning machinelearning neuralnetworks pytorch sequence-models
Language:Jupyter Notebook 17
iwangjian / Sequence-Models
Programming assignments of "Sequence Models" course by Andrew Ng.
attention-mechanism deep-learning seq2seq-model sequence-models
Language:Jupyter Notebook 16
sayakpaul / Action-Recognition-in-TensorFlow
Contains additional materials for two keras.io blog posts.
tensorflow keras sequence-models cnn-rnn video-models video-classification ucf-101 transformers action-recognition
Language:Jupyter Notebook 13
ssikjeong1 / Deep_Recurrent_AD
Deep Recurrent Model for Individualized Prediction of Alzheimer’s Disease Progression - PyTorch Implementation (NeuroImage 2021)
pytorch neuroimage disease-progression-model sequence-models alzheimers-disease deep-learning
Language:Python 13
georgezoto / Deep-Learning-Adventures
Deep Learning Adventures. Join our Deep Learning Adventures community 🎉 and become an expert in Deep Learning, TensorFlow, Computer Vision, Convolutional Neural Networks, Kaggle Challenges, Data Augmentation and Dropouts Transfer Learning, Multiclass Classifications and Overfitting and Natural Language Processing NLP as well as Time Series Forecasting 😀 All while having fun learning and participating in our Deep Learning Trivia games 🎉 http://bit.ly/deep-learning-tf
deep-learning-adventures deep-learning community trivia-game neural-networks tensorflow computer-vision convolutional-neural-networks kaggle overfitting natural-language-processing rnn lstm sequence-models timeseries-forecasting tensorflow-developer-certificate
11
cjbayron / artist2lyrics
Lyrics crawling, pre-processing, embedding generation, model training, and lyrics generation - all in one tool
lyrics-generator keras lstm rnn word-prediction sequence-models
Language:Python 10
georgezoto / RNN-LSTM-NLP-Sequence-Models
Sequence Models repository for all projects and programming assignments of Course 5 of 5 of the Deep Learning Specialization offered on Coursera and taught by Andrew Ng, covering topics such as Recurrent Neural Network (RNN), Gated Recurrent Unit (GRU), Long Short Term Memory (LSTM), Natural Language Processing, Word Embeddings and Attention Model.
ai machine-learning deep-learning sequence-models recurrent-neural-network gated-recurrent-unit long-short-term-memory natural-language-processing word-embedding attention-model language-modeling text-generation music-generation sentiment-classification debiasing speech-recognition trigger-word-detection
Language:Jupyter Notebook 10
johnmoses / coursera-nlp-specialization
Coursera Natural Language Procession Specialization
attention-is-all-you-need attention-mechanism attention-model autocorrect logistic-regression machine-learning natural-language-processing nlp part-of-speech-tagging probabilistic-models question-answering recurrent-neural-networks sequence-models text-classification transformers trax word-frequencies word2vec
Language:Jupyter Notebook 7
AniketBajpai / deep-handwriting-generation
Implementation of paper "Generating Sequences With Recurrent Neural Networks"
deep-learning handwriting-generation handwriting-synthesis sequence-models
Language:Jupyter Notebook 6
arnab39 / Cloth_Classification_DeepLearning
Cloth Classification (Feed forward neural net vs sequence model)
classification cloth-classification deep-learning feedforward-neural-network sequence-models tensorflow
Language:Jupyter Notebook 6
lucylow / En_francais_si_vous_plait-
French English Machine Translation. Natural language processing (NLP) transformer model from "Attention Is All You Need"
pytorch machine-learning french french-nlp french-english translation fairseq sequence-to-sequence sequence-models language-translation-service transformer-encoder attention attention-is-all-you-need attention-model wmt-14 neural-networks cnn convolutional-neural-network
Language:Python 6
rtflynn / NLP-Sentiment
Sentiment analysis for amazon product reviews using NLTK, Scikit-Learn, and Keras. Using hyperparameter search and LSTM, our best model achieves ~96% accuracy.
natural-language-processing machine-learning lstm scikit-learn nltk keras sentiment-analysis bag-of-words sequence-models hyperparameter-search tokenize binary-classification
Language:Python 6
veb-101 / Tensorflow-Specialization
This repository contains course notebooks from the TensorFlow for practice specialization on Coursera
python3 deep-learning coursera-specialization tensorflow2 computer-vision sequence-models time-series
Language:Jupyter Notebook 6
gkswamy98 / sequence_model_il
Contains sequence-model implementations of on and off-policy imitation learning algorithms for problems with unobserved contexts.
deep-learning imitation-learning large-language-models pytorch reinforcement-learning sequence-models
Language:Jupyter Notebook 5
ratschlab / clinical-embeddings
Repository for the Paper: „On the Importance of Step-wise Embeddings for Heterogeneous Clinical Time-Series“
benchmark clinical-data deep-learning embeddings machine-learning sequence-models time-series hirid-dataset mimic-iii clinical-ml ehr icu
Language:Python 5
tanmay17061 / pytorch-potpourri
an assortment of interesting deep learning and machine learning algorithms, all implemented for PyTorch and related frameworks.
nlp sequence-models lstm pytorch pytorch-lightning
Language:Jupyter Notebook 5

sequence-models

state-spaces / s4

raminmh / CfC

ibrahimjelliti / Deeplearning.ai-Natural-Language-Processing-Specialization

wherobots / GeoTorchAI

lijqhs / deeplearning-notes

limberc / deeplearning.ai

ayyucekizrak / Keras_ile_Derin_Ogrenmeye_Giris

MantisAI / nervaluate

skywaLKer518 / A-Recsys

MrinmoiHossain / Deep-Learning-Specialization-Coursera

emreaksan / stcn

taylorhawks / RNN-music-recommender

gyunggyung / Sequence-Models-coursera

eth-ait / spl

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

zhang-guodong / Deep-Learning-Specialization

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

nsi319 / Finetune-Transformers

jackfrost1411 / Generative-chatbot

azminewasi / Deep-Learning-AndrewNg-DeepLearning.AI

ali-izhar / machine-learning

iwangjian / Sequence-Models

sayakpaul / Action-Recognition-in-TensorFlow

ssikjeong1 / Deep_Recurrent_AD

georgezoto / Deep-Learning-Adventures

cjbayron / artist2lyrics

georgezoto / RNN-LSTM-NLP-Sequence-Models

johnmoses / coursera-nlp-specialization

AniketBajpai / deep-handwriting-generation

arnab39 / Cloth_Classification_DeepLearning

lucylow / En_francais_si_vous_plait-

rtflynn / NLP-Sentiment

veb-101 / Tensorflow-Specialization

gkswamy98 / sequence_model_il

ratschlab / clinical-embeddings

tanmay17061 / pytorch-potpourri