https://github.com/state-spaces/s4

Structured state space sequence models

pytorch sequence-models state-space-models

Last synced: 15 Dec 2025

https://github.com/raminmh/cfc

Closed-form Continuous-time Neural Networks

deep-learning neural-ode pytorch recurrent-neural-networks sequence-models tensorflow

Last synced: 16 May 2025

https://github.com/rust0258/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

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

Last synced: 19 Jul 2025

https://github.com/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-classification satellite-images segmentation-models sequence-models spatial-data-analysis spatio-temporal-analysis spatio-temporal-models spatio-temporal-prediction st-resnet

Last synced: 05 Feb 2026

https://github.com/lijqhs/deeplearning-notes

Notes for Deep Learning Specialization Courses led by Andrew Ng.

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

Last synced: 10 Apr 2025

https://github.com/MantisAI/nervaluate

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

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

Last synced: 28 Apr 2025

https://github.com/eth-ait/spl

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

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

Last synced: 16 Jan 2026

https://github.com/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

Last synced: 12 Apr 2025

https://github.com/icon-lab/denomamba

Official implementation of DenoMamba: A fused state-space model for low-dose CT denoising

computed-tomography contextualized-representation deep-learning denoising long-range low-dose-ct-denoising mamba medical-imaging python pytorch sequence-models state-space-models

Last synced: 08 Oct 2025

https://github.com/arasgungore/deeplearning.ai-natural-language-processing

My solutions to the assignments in the NLP Specialization offered by DeepLearning.AI on Coursera.

attention-model autocomplete coursera coursera-specialization deep-learning-networks deeplearning-ai named-entity-recognition natural-language-processing neural-machine-translation nlp-specialization nlp-specialization-deeplearning pos-tagging probabilistic-models question-answering recurrent-neural-networks sentiment-analysis sequence-models transformer vector-space-model word-embeddings

Last synced: 12 Apr 2025

https://github.com/sayakpaul/action-recognition-in-tensorflow

Contains additional materials for two keras.io blog posts.

action-recognition cnn-rnn keras sequence-models tensorflow transformers ucf-101 video-classification video-models

Last synced: 19 Jun 2025

https://github.com/icon-lab/mambaroll

Official implementation of MambaRoll: A Physics-Driven Autoregressive State Space Model for Medical Image Reconstruction (https://arxiv.org/abs/2412.09331)

autoregressive deep-learning deep-neural-networks image-reconstruction mamba medical-imaging next-scale-prediction python pytorch sequence-models state-space-models unrolled-reconstruction-algorithm

Last synced: 06 Apr 2025

https://github.com/veb-101/tensorflow-specialization

This repository contains course notebooks from the TensorFlow for practice specialization on Coursera

computer-vision coursera-specialization deep-learning python3 sequence-models tensorflow2 time-series

Last synced: 06 Apr 2025

https://github.com/luozhouyang/nlp-datasets

A dataset utils repository based on tf.data API.

data-pipeline sequence-models tensorflow tfdata

Last synced: 13 Apr 2025

https://github.com/snap-research/use

USE: Dynamic User Modeling with Stateful Sequence Models

behavior-modeling recommendation sequence-models transformer

Last synced: 07 Jul 2025

https://github.com/chaitanyarahalkar/name-generator-rnn

A name generator implemented using a recurrent neural network from scratch.

deep-learning from-scratch lstm-neural-networks name-generation neural-network recurrent-neural-networks sequence-models

Last synced: 25 Jul 2025

https://github.com/anishlearnstocode/deep-learning-ai

Links repo for the Deep Learning Specialization course offered ~ deeplearning.ai on Coursera.

cnn coursera coursera-solutions dee-learning-ai deep-learning hyperparameter-tuning sequence-models solutions-repo

Last synced: 01 Feb 2026

https://github.com/arasgungore/deeplearning.ai-deep-learning

My solutions to the assignments in the Deep Learning Specialization offered by DeepLearning.AI on Coursera.

computer-vision convolutional-neural-network convolutional-neural-networks coursera coursera-assignment coursera-deep-learning coursera-deeplearning coursera-specialization deep-learning deep-learning-algorithms deep-learning-specialization deep-neural-network deep-neural-networks deeplearning deeplearning-ai deeplearningai natural-language-processing neural-network neural-networks sequence-models

Last synced: 25 Dec 2025

https://github.com/antonio-f/deeplearning_project4-language-translation

Neural Network machine translation using a Sequence-to-Sequence model

deep-learning language-processing language-translation python seq2seq sequence-models udacity udacity-deep-learning word-embeddings

Last synced: 30 Mar 2025

https://github.com/antonio-f/attention_mechanism_tf2

Neural Machine Translation with Attention - TensorFlow 2.X

artificial-intelligence attention attention-mechanism bidirectional-lstm deep-learning neural-machine-translation python seq2seq sequence-models tensorflow2 tutorial

Last synced: 17 Jun 2025

https://github.com/antonio-f/generating-names-with-rnn

Generating names with recurrent neural networks test (from Coursera's Advanced Machine Learning - Intro to Deep Learning course).

deep-learning keras name-generation nlp recurrent-neural-networks rnn sequence-models

Last synced: 01 Jul 2025

https://github.com/ocramz/pytorch-playground

deep-learning deep-neural-networks sequence-models

Last synced: 27 Mar 2025

https://github.com/anishlearnstocode/nlp-with-sequence-models

Coursera Course: Natural language Processing with Sequence Models 📈 ~deeplearning.ai @Coursera

coursera deeplearning-ai natural-langage-processing nlp sequence-models solutions specialization

Last synced: 09 Oct 2025

https://github.com/mims-harvard/clef

Controllable Sequence Editing for Counterfactual Generation

cellular-reprogramming conditional-generation counterfactuals ehr-data generative-ai patients sequence-models

Last synced: 10 Oct 2025

https://github.com/un4b0mber/ai-trading-bot

AI-powered trading bot that predicts BUY / SELL / HOLD signals and executes real-time trades via exchange APIs

3d ai bot cnn-model convolutional-neural-networks cryptocurrency deep-learning gate-recurrent-unit ml python sequence-models

Last synced: 22 Jul 2025

https://github.com/mituskillologies/dc-adv-nlp-may24

Programs of Advanced Certificate Course on "Python for Computational Linguistics and NLP" conducted at Deccan College PGRI, Pune. May 2024.

artificial-neural-networks bert convolutional-neural-network decision-tree deep-learning deep-neural-networks k-means-clustering knn-classification machine-learning natural-language-processing python-programming recurrent-neural-network sentiment-analysis sequence-models transformers-models

Last synced: 27 Jul 2025

https://github.com/zhenye-na/deep-learning-specialization

⚛️ Deep Learning Specialization by deeplearning.ai

convolutional-neural-networks deep-learning deeplearning-ai keras-tensorflow neural-networks sequence-models tensorflow tuning-parameters

Last synced: 28 Feb 2025

https://github.com/antonio-f/operations-on-word-vectors

Assignment from Coursera's "Sequence Models" course. Some equations have typos, please refer to implemented equations.

coursera machine-learning sequence-models word2vec

Last synced: 11 Jan 2026

https://github.com/antonio-f/dinosaurus_island-character_level_language_model

Text generation from Coursera deeplearning.ai "Sequence Models" course.

coursera deep-learning gradient-clipping recurrent-neural-networks rnn sequence-models word-embeddings

Last synced: 30 Mar 2025

https://github.com/eld4niz/basic_nlp_with_tensorflow

Natural Language Processing With Tensorflow

gru lstm natural-language-processing python sentiment-analysis sequence-models tensorflow word-embeddings

Last synced: 22 Jun 2025

https://github.com/aminkhavari78/text-generation-with-lstm-recurrent-neural-networks-in-python-with-keras

use LSTM model for text generation

dropout io lstm-neural-networks numpy pandas sequence-models sys text-processing

Last synced: 01 Jul 2025

https://github.com/asim-2000/deeplearning-specialiazation

convolutional-neural-networks deep-learning deep-neural-networks lstm-neural-networks sequence-models specialization

Last synced: 21 Nov 2025

https://github.com/makaveli10/nlp

Natural Language Processing

attention-mechanism bahdanau-attention bert cornell-dataset language-model luong negative-sampling neural-machine-translation pytorch seq2seq sequence-models skipgram tensorflow word-embeddings word-representations word2vec word2vec-model

Last synced: 23 Jun 2025

https://github.com/antonio-f/attention_mechanism_tf1

Neural Machine Translation with Attention - Keras and TensorFlow 1.X

artificial-intelligence attention attention-mechanism bidirectional-lstm deep-learning keras neural-machine-translation python seq2seq sequence-models tensorflow tutorial

Last synced: 30 Mar 2025

https://github.com/raffaeleterribile/tv-script-generation

deep-learning pytorch sequence-models udacity-nanodegree

Last synced: 13 Jul 2025

https://github.com/prajeshshrestha/natural-language-processing-specialization

Assignment Files, Notes and Slides of DeepLearning.AI Natural Language Processing Specialization

attention-model bert deep-learning duplicate-detection logistic-regression machine-learning naive-bayes-classifier named-entity-recognition neural-machine-translation nlp probabilistic-models sentiment-analysis sequence-models siamese-network t5-model transformer vector-space-model word-embeddings

Last synced: 28 Feb 2025

https://github.com/alexisbalayre/future-position-prediction-for-aircraft-refueling

Advanced Deep Learning framework for predicting the future position of aircraft refuelling ports using YOLOv10 and a custom SizPos-GRU sequence model to improve automated refuelling systems. Thesis Paper 👇🏻

bounding-boxes deep-learning gru lstm object-detection sequence-models yolov10

Last synced: 16 Mar 2025