GitHub topics: encoder-decoder-model

Repositories

DeepLearnerDevaansh/machine_learning

okey we are doing some ml stuff hope it helps me and someone who need it

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vonexel/smog

Pytorch implementation of Semantic Motion Generation - motion synthesis from text via CLIP & Kolmogorov-Arnold-Networks

Language: Python - Size: 4.54 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 2 - Forks: 0

FandosA/Normal_Optical_Flow_Prediction_Pytorch

Deep learning model to predict the normal flow between two consecutive frames, being the normal flow the projection of the optical flow on the gradient directions.

Language: Python - Size: 248 KB - Last synced at: 5 days ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

bentrevett/pytorch-seq2seq

Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

Language: Jupyter Notebook - Size: 6.02 MB - Last synced at: 10 days ago - Pushed at: over 1 year ago - Stars: 5,564 - Forks: 1,361

theislab/ncem

Learning cell communication from spatial graphs of cells

Language: Python - Size: 40.8 MB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 110 - Forks: 14

LipSync-Edusync/multispeaker-tts

Transfer Learning for Multispeaker TTS: Implementation of the NeurIPS 2018 paper "Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis" (Jia et al.). Synthesizes speech for both seen and unseen speakers using a pre-trained speaker encoder and Tacotron 2.

Language: Python - Size: 2.92 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 1

ialhashim/DenseDepth

High Quality Monocular Depth Estimation via Transfer Learning

Language: Jupyter Notebook - Size: 11.9 MB - Last synced at: 16 days ago - Pushed at: over 2 years ago - Stars: 1,601 - Forks: 352

SharathHebbar/Transformers

Transformers Intuition

Language: Jupyter Notebook - Size: 34.3 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 6 - Forks: 1

Divyansh900/PyCodeGen

A python code generation model with 75M parameter built from the ground up using pytorch. Made as a minor project for my third year of engineering.

Language: Python - Size: 182 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

davidemodolo/NLU_Intent_and_Slot

Intent detection and Slot filling joint learning on ATIS and SNIPS datasets using pre-trained models and built-from-scratch models

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sanatren/SIMPLANG-q-LR

Overview This repository contains an implementation of a neural text simplification model that combines sequence-to-sequence learning with reinforcement learning and lexical-semantic loss. The model aims to simplify complex text while maintaining meaning and grammatical correctness.

Language: Python - Size: 32.2 KB - Last synced at: 19 days ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

DebeshJha/MDNet

Abdominal Organ Segmentation using Multi Decoder Network (MDNet) [Accepted at ICASSP 2025]

Language: Python - Size: 1.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 7 - Forks: 1

Chaouki-AI/MRIGAN

MRIGAN: GAN-based MRI Image Super-Resolution

Language: Python - Size: 3.15 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

GauravG-20/Abstractive-Text-Summarization

Abstractive text summarization generates a shorter version of a given sentence while attempting to preserve its contextual meaning. In our approach we model the problem using an attentional encoder decoder which ensures that the decoder focuses on the appropriate input words at each step of our generation.

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AbhishekRS4/HTSM_Oil_Spill_Segmentation

HTSM Masterwork

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luopeixiang/im2latex

Pytorch implemention of Deep CNN Encoder + LSTM Decoder with Attention for Image to Latex

Language: Python - Size: 7.21 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 193 - Forks: 53

Snigdho8869/Computer-Vision-Projects

Explore diverse computer vision projects using Transfer Learning(TL), Convolutional Neural Networks (CNN), Autoencoder and more in this collaborative repository

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heisendelta/optical-flow-competition Fork of ailorg/dl_lecture_competition_pub

Predicting optical flow from the DSEC event camera dataset. Placed 8th of 110+ in competition.

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Suyuanhang/ELSTM-DBRNN

official tensorflow implementation of "On Extended Long Short-term Memory and Dependent Bidirectional Recurrent Neural Network"

Language: Python - Size: 360 KB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 5 - Forks: 1

nipun-goyal/BERT-Text-Classification

Fine-tuning BERT model for text classification with TensorFlow and TensorFlow Hub

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ziatdinovmax/pyroVED

Invariant representation learning from imaging and spectral data

Language: Python - Size: 112 MB - Last synced at: 23 days ago - Pushed at: over 1 year ago - Stars: 50 - Forks: 11

DigiMancer3D/SPX

Super-Positioned Text [SuPosXt] Live encoded that's deterministic reversible

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pngo1997/Text-Summarization-Generation-using-LLMs

Explores text summarization using multiple approaches.

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SankethSingh/Text-Translation_BERT

This repository contains Machine-Translation model for French and English languages

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fork123aniket/Abstractive-Text-Summarization

Implementation of an Attention-based LSTM Encoder-Decoder Approach for Abstractive Text Summarization

Language: Python - Size: 12.7 KB - Last synced at: 3 months ago - Pushed at: over 2 years ago - Stars: 1 - Forks: 0

scionoftech/Neural_Machine_Translation_English_Telugu

English to Telugu Neural Machine Translation using Encoder-Decoder

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shivendrra/enigma

a dna sequence generation/classification using transformers

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fork123aniket/Encoder-Decoder-based-Video-Captioning

Implementation of Encoder-Decoder Model for Video Captioning in Tensorflow

Language: Python - Size: 76.7 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 5 - Forks: 1

RafayKhattak/Captionify

With Captionify, users can upload an image or enter an image URL to generate a descriptive caption that accurately describes the contents of the image.

Language: Python - Size: 16.6 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 6 - Forks: 0

Sopralapanca/CHL-clinical-data-encoder

The project consists in building a Transformer Encoder to predict deaths from cardiovascular diseases. An important part is to exploit missing values in order not to lose data information. Data augmentation is performed by adding missing values and noise to training records.

Language: Jupyter Notebook - Size: 113 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

SudarshanaSRao/CSCI-499_final_project

LLMs fine-tuned to generate FAQs based on a website's content

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sains-data/MentiChat

Mental Health ChatBot with Transformer Model

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jElhamm/Deep-Learning-for-Channel-Coding-MI-Estimation

"Simulations for the paper 'Deep Learning for Channel Coding via Neural Mutual Information Estimation' by Rick Fritschek, Rafael F. Schaefery, and Gerhard Wunder"

Language: Jupyter Notebook - Size: 539 KB - Last synced at: 2 months ago - Pushed at: 10 months ago - Stars: 3 - Forks: 0

fork123aniket/Graph-Neural-Network-based-Visual-Question-Answering

Implementation of GNNs for Visual Question Answering task in PyTorch

Language: Python - Size: 865 KB - Last synced at: 2 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 2

kushanavbhuyan/Building-Identification-for-Exp-Vul-Risk-Assessment

Information about buildings is, sufficed to say, a very important aspect not just for urban land registry or transportation but also for disaster/hazard risk assessment. Specifically, typological attributes of buildings like number of residents living in them, number of floors, and many more. The study aims at figuring and capturing the typological attributes of the buildings by incorporating deep learning and other proxy information as a means of detecting and characterising the buildings.

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prateeknigam9/transformers-from-scratch

This repository showcases an encoder-only transformer model built from scratch, focusing on intent classification.

Language: Python - Size: 71 MB - Last synced at: 3 days ago - Pushed at: 7 months ago - Stars: 0 - Forks: 1

asmitapoddar/question-answering-SQuAD2.0-dcn

Implementation of a Dynamic Coattention Network proposed by Xiong et al.(2017) for Question Answering, learning to find answers spans in a document, given a question, using the Stanford Question Answering Dataset (SQuAD2.0).

Language: Python - Size: 64.2 MB - Last synced at: 6 months ago - Pushed at: over 2 years ago - Stars: 9 - Forks: 2

ahmedelsayed968/Arabic-Text-Summarizer

Build Text summarizer for arabic language

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yuanxiaosc/Image_to_Text

Taking the image description task on the MS-COCO data set as an example, the template code of Image_to_Text is shown.

Language: Jupyter Notebook - Size: 4.99 MB - Last synced at: about 1 month ago - Pushed at: almost 6 years ago - Stars: 6 - Forks: 3

sappho192/EDMTranslator

.NET Text translator library based on LLM models, especially EncoderDecoderModel in HuggingFace

Language: C# - Size: 86.9 KB - Last synced at: 6 days ago - Pushed at: 9 months ago - Stars: 2 - Forks: 0

SrinithiSaiprasath/Transformer 📦

Transformer based chatbot based on "Attention is all you need"

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AbhayPancholi/Transformer_Summarizer

This project is focused on making use of the transformer as a summarizer while using the two form of attention mechanism. All the code for the transformer is implemented from scratch in order to understand the in-depth working of each component.

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Anca-Mt/CHATBOT-encoder-decoder

The objective of this project is to create a deep learning model trained to answer specific questions from various domains. This type of model is generally called a "chatbot".

Language: Python - Size: 32.2 MB - Last synced at: 10 months ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

shreyaskamathkm/FTNet

Pytorch implementation of FTNet for Semantic Segmentation on SODA, SCUT Seg, and MFN Datasets

Language: Python - Size: 609 KB - Last synced at: 10 months ago - Pushed at: 11 months ago - Stars: 15 - Forks: 3

anik475/Vission-Transformer-for-Image-Segemntion-using-UNET-R

Implementation of V architecture with Vission Transformer for Image Segemntion Task

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kasturimandlik/Image_Captioning_Using_Deep_Learning

Image captioning using different deep learning techniques

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moon23k/Transformer_Fusion

This repo covers methodologies to utilize Pre Trained BERT model on NMT Task

Language: Python - Size: 159 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

biringaChi/PIF

Predictive Frame Interpolation (PIF) Model for video frame prediction and generation. An AI model that could infer a new frame between two existing sequential frames of a video We trained a GAN using youtube footage to predict it’s own existing frames

Language: Python - Size: 384 MB - Last synced at: 10 months ago - Pushed at: almost 5 years ago - Stars: 11 - Forks: 2

MarcinZ20/Anomaly-Detection-in-CREDO-Dataset

University project, which goal is to build a system, that detects anomalies in CREDO dataset

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cosimoiaia/Keras-DeepFake

Implementazione basilare di DeepFake, la rete usata per sostituire volti in immagini e video

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rigved-sanku/NLP-Language-Translation

My first NLP Project, using seq2seq model to translate English sentences to German.

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emmareysanchez/ImageCaptioning

Pytorch Image Captioning model using a CNN-RNN architecture

Language: Python - Size: 7.69 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 2 - Forks: 0

jElhamm/Article-Deep-Learning-for-the-Gaussian-Wiretap-Channel

Simulations for the paper "Deep Learning for the Gaussian Wiretap Channel by Rick Fritschek, Rafael F. Schaefer, Gerhard Wunder"

Language: Python - Size: 375 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

hautran7201/variational_autoencoder

Language: Python - Size: 34.2 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

dariush-bahrami/MyAutoencoders

My implementation of autoencoders

Language: Python - Size: 3.91 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

vibhor98/Neural-Machine-Translation-using-Keras

This is the sequential Encoder-Decoder implementation of Neural Machine Translation using Keras

Language: Python - Size: 5.63 MB - Last synced at: about 1 month ago - Pushed at: almost 7 years ago - Stars: 18 - Forks: 3

abhayalekal74/smart-question-generation

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LaurentVeyssier/Machine-translation-English-French-with-Deep-neural-Network

Build a deep neural network with keras that functions as part of an end-to-end machine translation pipeline

Language: Jupyter Notebook - Size: 4.17 MB - Last synced at: about 1 year ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 6

rijuldhir/Qbe_encoded_model

LSTM autoencoder Model for Query-by-example for Spoken word detection

Language: Python - Size: 1.33 MB - Last synced at: about 1 year ago - Pushed at: almost 7 years ago - Stars: 2 - Forks: 1

AbhishekRS4/clearGraspPlus

Depth Estimation for transparent objects

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sayedmohamedscu/VQGAN

Vector-Quantized Generative Adversarial Networks

Language: Python - Size: 6.16 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

T22sri/Text_Summarization

Apply deep learning model to generate text summaries in the form of short news articles using sequence to sequence (LSTM) model.

Language: Jupyter Notebook - Size: 44.3 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

tm4roon/pytorch-seq2seq

An Implementation of Encoder-Decoder model with global attention mechanism.

Language: Python - Size: 316 KB - Last synced at: over 1 year ago - Pushed at: over 5 years ago - Stars: 28 - Forks: 4

AbirDey2002/Generative-Chatbot

Interact with a trained chatbot that uses sequence to sequence model with luong attention mechanism over jointly trained encoder-decoder modules and implementation of greedy search decoding module.

Language: Jupyter Notebook - Size: 167 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

joanitolopo/MultiTSF-Encoder-Decoder

This is repository code of paper "Enhancing Multi-Output Time Series Forecasting with Encoder-Decoder Networks"

Language: Python - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

imAniketSharma/Minor-Project

Attention-Based Neural Machine Translation Model, for Spanish to English translation.

Size: 5.24 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

Djasingh/Researcher_Influence

Researcher Influence Prediction (ResIP) with LSTM Encoder Decoder Architecture

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JayyShah/Language-Models

Explore the world of large language models , featuring comprehensive source codes and guides on deploying them effectively in production environments

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partarstu/transformers-in-java

Experimental project for AI and NLP based on Transformer Architecture

Language: Java - Size: 443 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 7 - Forks: 1

Smit1400/Research_Summarization_Finetuning_MistralAI_LLM

This project seeks to create a comprehensive system for summarising research papers by harnessing the latest advancements in AI and NLP. By merging abstractive text summarization with LLMs and the RAG methodology, we anticipate developing a unique and effective approach to extracting valuable insights from research papers

Language: Jupyter Notebook - Size: 92.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

DHwass/CNN_Encoder_Decoder_PokemonDB

Exploring efficient image compression and decompression techniques for the Pokemon database. This project explores the implementation of CNN and RNN encoders/decoders, aiming to enhance image storage and retrieval. Computing valuable insights related to compression performance and quality metrics.

Language: Jupyter Notebook - Size: 6.74 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

victor7246/gated-Transformer

Gated Pretrained Transformer model for robust denoised sequence-to-sequence modelling

Language: Python - Size: 2.52 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 8 - Forks: 2

georgeglidden/relenc

convolutional-relational neural network architectures for segmentation of electron micrographs

Language: Python - Size: 21.5 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

devpatel0612/Hindi-English-Translation-

Hindi to English Translation using Seq-2-Seq models

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satinder147/Image_deionising_auto_encoder

Noise removal from images using Convolutional autoencoder

Language: Python - Size: 18.1 MB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 36 - Forks: 9

rakesh-yadav/PyTorch-RNN-Tutorial

PyTorch tutorial for using RNN and Encoder-Decoder RNN for time series forecasting

Language: Jupyter Notebook - Size: 2 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 19 - Forks: 2

vijay033/Music-Generator

Variation auto encoder for music generation

Language: Jupyter Notebook - Size: 1.96 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 1

hritik-saini/NLP_with_Attention

This repo contains my implementaions of notebooks in TensorFlow (not in Trax which is used in the course) of Natural Language Processing Specialization: Course4 (NLP with Attention) by deeplearning.ai on Coursera

Language: Jupyter Notebook - Size: 39.1 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

inuwamobarak/nougat

Nougat is a Meta AI's revolutionary OCR model designed to transcribe scientific PDFs into an easy-to-use Markdown format.

Language: Jupyter Notebook - Size: 627 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

Shresth-Mehta/Sanskrit-Morphological-Analysis

LSTM based encoder-decoder architecture for word compounding in Sanskrit

Language: Python - Size: 189 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

ilanape/SPL-Assignment3

Course registration system - server and client.

Language: Java - Size: 1.13 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Rahul1582/Machine-Translation

Translating one language to another

Language: Jupyter Notebook - Size: 1.53 MB - Last synced at: 2 months ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 1

Heidelberg-NLP/SRL-S2S

Encoder-Decoder model for Semantic Role Labeling

Language: Python - Size: 39.1 MB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 15 - Forks: 4

inuwamobarak/transformer-models-publications

A collection of links and references to my publicly published transformer model articles

Language: Jupyter Notebook - Size: 11.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 1 - Forks: 0

SreemukhMantripragada/SpeechEnhancement

Experimenting with CR-CED architecture for noise reduction

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AI-14/video-captioning-for-arabic-sign-language-recognition-at-sentence-level

An encoder-decoder deep learning model (with/without attention mechanism) where the input is an arabic sign-language video and the output is its translation in text format.

Language: Jupyter Notebook - Size: 22.5 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

sekharvth/simple-chatbot-keras

Design and build a chatbot using data from the Cornell Movie Dialogues corpus, using Keras

Language: Python - Size: 29.3 KB - Last synced at: 3 days ago - Pushed at: about 7 years ago - Stars: 34 - Forks: 13

ravis2114/Neural-Machine-Translation

Project translates english language to hindi language in devanagari script. same script can be used for translating any one language to subsequent another language.

Language: Jupyter Notebook - Size: 438 KB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 0

amarlearning/language-translation-model

Neural network model to translate text from french to english langauge

Language: Jupyter Notebook - Size: 72.8 MB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 3 - Forks: 3

SpydazWebAI-NLP/BasicPositionalEncoderDecoder2023

The Positional Encoder Decoder is a Visual Basic .NET class that provides functionality for encoding and decoding tokens and sentences using positional embeddings. It allows you to convert between string tokens and their corresponding embeddings, and vice versa.

Language: Visual Basic .NET - Size: 25.4 KB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 1