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GitHub topics: recurrent-neural-networks

AswadulRashik/NLP

This repository explores multiple NLP techniques—from text preprocessing (sentence and word tokenization, TF-IDF, word embeddings) to model development. A recurrent neural network (RNN) architecture was implemented and trained for text classification, showcasing sequence modeling tasks.

Language: Jupyter Notebook - Size: 288 KB - Last synced at: about 4 hours ago - Pushed at: about 6 hours ago - Stars: 0 - Forks: 0

msmrexe/pytorch-rnn-vs-transformer-persian-generation

A project implementing and comparing from-scratch RNN (GRU) and Transformer models for next-word prediction on a Persian Wikipedia dataset.

Language: Python - Size: 52.7 KB - Last synced at: about 13 hours ago - Pushed at: about 14 hours ago - Stars: 1 - Forks: 0

danial-hosseinpour/Deep-Learning-Projects

This repository contains a collection of deep learning projects implemented from scratch and using Keras/TensorFlow. The focus is on learning and experimenting with different neural network architectures for both foundational understanding and practical application.

Language: Jupyter Notebook - Size: 2.64 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

jamiee9604/special

📥 Extract and organize AV metadata from multiple sites, streamlining your media library for software like Emby, Jellyfin, and Kodi.

Language: Python - Size: 8.1 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 1 - Forks: 0

Alder998/WeatherForecast

Weather Forecast Model, from Data Gathering to Prediction

Language: Python - Size: 171 KB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

MartinuzziFrancesco/torchrecurrent

A collection of 25+ PyTorch-compatible implementations of recurrent layers

Language: Python - Size: 9.88 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 16 - Forks: 0

mikekeith52/scalecast

The practitioner's forecasting library

Language: Python - Size: 1.16 GB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 345 - Forks: 40

VisionExpo/Stock_price_prediction

Stock Price Prediction Using LSTM is an AI-powered tool built with Python, TensorFlow, and Streamlit. It lets users train LSTM models on real-time stock data and visualize predictions interactively.

Language: HTML - Size: 39.2 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 2 - Forks: 0

dirceuwjr/University-Network-Project

🎓 Simulate and manage a university campus network with advanced configurations, ensuring connectivity, redundancy, and high availability across three buildings.

Size: 1.95 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

RoushanKhalid/Question-Answering-System

A minimal PyTorch and Flask-based web app that answers user questions using a simple RNN trained on a custom QA dataset. It runs locally in your browser, allowing you to interact with the model, customize the dataset, and experiment with basic NLP question-answering concepts.

Language: Python - Size: 13.7 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

leadura/Stock-Price-Prediction

📈 Predict next-day stock prices with an AI-powered dashboard using LSTM models. Easily analyze global market trends and company performance.

Language: Jupyter Notebook - Size: 20.3 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

Cyruz140/Stock-Time-Series-Analysis-and-Prediction-LSTM

Language: Jupyter Notebook - Size: 2.78 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

rutujahype141/Sign-Language-Advance

🤟 Enhance sign language interpretation using transfer learning and multimodal features for accurate gesture recognition and robust evaluation methods.

Language: Python - Size: 1.34 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

glassroom/goom_ssm_rnn

Reference implementation of the deep RNN described in "Generalized Orders of Magnitude for Scalable, Parallel, High-Dynamic-Range Computation" (Heinsen and Kozachkov, 2025).

Language: Python - Size: 98.6 KB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 7 - Forks: 0

ramzibjd19/Deep-Reinforcement-Learning-With-Pytorch

🤖 Implement classic and state-of-the-art deep reinforcement learning algorithms using clear PyTorch code for easy understanding and application.

Language: Python - Size: 6.94 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 2

Saadchh/Stock-Price-Prediction

📈 Predict stock prices using machine learning with an LSTM model. Learn data collection, preparation, and visualization techniques in one project.

Language: Jupyter Notebook - Size: 8.04 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

Sam67xsaad/WWW-5

🎉 Kickstart your Web3 journey by showcasing your project from the Women Web3 Wave #5 Demoday. Join us to drive change and innovation together.

Language: HTML - Size: 43.7 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

danny-701/LSTM-Time-Series-Forecasting

📊 Forecast time-series data using LSTM models in PyTorch; generate, train, and visualize predictions with key metrics for accurate insights.

Language: Python - Size: 345 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 1 - Forks: 0

FilippoMB/Ensemble-Conformalized-Quantile-Regression

Valid and adaptive prediction intervals for probabilistic time series forecasting.

Language: Jupyter Notebook - Size: 1.96 MB - Last synced at: 3 days ago - Pushed at: 8 months ago - Stars: 98 - Forks: 10

AlwaysDhruv/Synonymw-Word-Prediction

This project are typically work on word to word to prediction. More Information In Readme File.

Language: C++ - Size: 398 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 2 - Forks: 0

sozelfist/handson-ml3 Fork of ageron/handson-ml3

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

Language: Jupyter Notebook - Size: 42.8 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

FilippoMB/python-time-series-handbook

Book and material for the course "Time series analysis with Python" (STA-2003)

Language: Jupyter Notebook - Size: 366 MB - Last synced at: 3 days ago - Pushed at: 4 months ago - Stars: 162 - Forks: 39

karthik77752/lstm-sentiment-analysis

🌟 Build an LSTM-based sentiment analysis pipeline with robust tokenization, class handling, and efficient training for accurate results.

Language: Jupyter Notebook - Size: 7.56 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

r-butl/ELP-CNNvsRNN

Current research project at CSU, Chico in collaboration with the Cornell Elephant Listening Project. Developing an Elephant infrasound detector.

Language: Jupyter Notebook - Size: 20.7 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 3 - Forks: 1

Ricardo711/Machine-Learning-

Language: Jupyter Notebook - Size: 4.14 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 1

frederikgramkortegaard/kish

AttentionSplit – A hybrid recurrent-attention architecture with OrthAdam optimizer for faster convergence and improved temporal learning in reinforcement learning, vision, and sequential data.

Language: Python - Size: 23.1 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 1

Correia-jpv/fucking-awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities. With repository stars⭐ and forks🍴

Size: 577 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 14 - Forks: 2

NDarayut/english-khmer-transliteration

An English–Khmer transliteration system built on an Attention-Based Bidirectional GRU architecture.

Language: Jupyter Notebook - Size: 6.32 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 3 - Forks: 0

hotdogee/annotate-ui

Protein Function Prediction using Deep Learning

Language: Vue - Size: 10.4 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

iamDeepakHR/Advanced-AI-Chatbot-Using-Python

An advanced AI-powered chatbot built using Python that leverages NLP, machine learning, and deep learning techniques to engage in human-like conversations, adapt to user input, and provide personalized responses.

Language: Python - Size: 34.2 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

GianmariaRomano/Deep-Learning-Class-Codes

The repository contains codes for the course "Deep Learning" given by Professors Galasso and Marini for the "Applied Computer Science" course at Sapienza Università di Roma.

Language: Jupyter Notebook - Size: 17.6 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

MartinuzziFrancesco/LuxRecurrentLayers.jl

A comprehensive collection of 25+ recurrent neural network layers for Lux.jl

Language: Julia - Size: 1.28 MB - Last synced at: 7 days ago - Pushed at: 8 days ago - Stars: 14 - Forks: 0

LasithaAmarasinghe/MA4144-Neural-Networks-and-Fuzzy-Logic

This repo includes codes, assignments related to MA4144 : Neural-Networks-and-Fuzzy-Logic module.

Language: Jupyter Notebook - Size: 11.4 MB - Last synced at: 8 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

MartinuzziFrancesco/RecurrentLayers.jl

A comprehensive collection of 35+ recurrent neural network layers for Flux.jl

Language: Julia - Size: 3.15 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 28 - Forks: 0

jdermody/brightwire

Bright Wire is an open source machine learning library for .NET with GPU support (via CUDA)

Language: C# - Size: 47.8 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 127 - Forks: 19

LookUpMark/dylem-grid

DYLEM-GRID is a deep learning project for dynamic hand gesture recognition using a Bidirectional LSTM network with Attention mechanism. The repository implements a model trained on the DYLEM-GRID dataset (Dynamic Leap Motion Gesture Recognition Indexed Dataset), which contains 400 recordings of four distinct dynamic hand gestures.

Language: Python - Size: 150 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 2 - Forks: 0

yc-cui/Deep-Learning-Spatiotemporal-Fusion-Survey

[Information Fusion 2026] A collection of deep learning models for remote sensing spatiotemporal fusion.

Language: Python - Size: 36.5 MB - Last synced at: 9 days ago - Pushed at: about 2 months ago - Stars: 30 - Forks: 4

danmcleran/tinymind Fork of intel/cppnnml

Tinymind is a Neural Network and Machine Learning project intended to provide a C++ template library for neural nets and machine learning algorithms within embedded systems.

Language: C++ - Size: 1.8 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 10 - Forks: 2

rwth-i6/returnn

The RWTH extensible training framework for universal recurrent neural networks

Language: Python - Size: 27.4 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 370 - Forks: 133

ariannamethod/tripd_v1

True Recursive Intelligent Python Dialect | by Arianna Method

Language: Python - Size: 254 KB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

wangluchen567/CANNDY

基于NumPy构建的人工神经网络框架<br> Chen's Artificial Neural Network constructeD with numpY

Language: Python - Size: 31.7 MB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 1 - Forks: 0

SitanshuA091/Neural-Machine-Translation

Neural Machine Transaltion system with multiple sequence based reccurence models with and without attention mechanisms

Language: Jupyter Notebook - Size: 4.38 MB - Last synced at: 17 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

AqwamCreates/DataPredict-Neural

TensorFlow-like Deep Learning Library (For Roblox And Pure Lua).

Language: Lua - Size: 11.1 MB - Last synced at: 19 days ago - Pushed at: 19 days ago - Stars: 3 - Forks: 1

yukezhu/visual7w-qa-models

Visual7W visual question answering models

Language: Lua - Size: 128 KB - Last synced at: 4 days ago - Pushed at: about 6 years ago - Stars: 63 - Forks: 23

ddrous/warp

Weight-Space Linear Recurrent Neural Networks

Language: HTML - Size: 32.6 MB - Last synced at: 16 days ago - Pushed at: 17 days ago - Stars: 4 - Forks: 0

HendrikStrobelt/LSTMVis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

Language: Jupyter Notebook - Size: 5.51 MB - Last synced at: 25 days ago - Pushed at: almost 4 years ago - Stars: 1,254 - Forks: 261

BrainJS/brain.js

🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js

Language: TypeScript - Size: 22.3 MB - Last synced at: 25 days ago - Pushed at: about 1 year ago - Stars: 14,811 - Forks: 1,081

nengo/keras-lmu

Keras implementation of Legendre Memory Units

Language: Python - Size: 15.7 MB - Last synced at: 13 days ago - Pushed at: 14 days ago - Stars: 213 - Forks: 35

rindow/rindow-neuralnetworks

Neural networks library for machine learning on PHP

Language: PHP - Size: 782 KB - Last synced at: 23 days ago - Pushed at: 8 months ago - Stars: 83 - Forks: 13

Saiful185/DUA-D2C

DUA-D2C: Dynamic Uncertainty Aware Method for Overfitting Remediation in Deep Learning

Language: Jupyter Notebook - Size: 1.56 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 0 - Forks: 0

Nihar3453/Deep-Learning

A comprehensive collection of foundational Deep Learning projects and experiments, covering manual implementation of the Perceptron and Backpropagation (NumPy) to advanced applications like MLP/CNN image classifiers and LSTM time-series prediction (Keras/TensorFlow).

Language: Jupyter Notebook - Size: 2.28 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 0 - Forks: 0

ariannamethod/SUPPERTIME-4

Arianna Method | Suppertime 4.0

Language: HTML - Size: 12.5 MB - Last synced at: 11 days ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Manishms18/Sign-Language-Advance

Contributed to a vision-driven accessibility tool translating sign language into text

Language: Python - Size: 54.7 KB - Last synced at: 27 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

thepushkarp/Impersonator

A Telegram bot that takes in an exported WhatsApp chat and uses it to send you text in your and your friend's writing style 😎

Language: Python - Size: 167 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 17 - Forks: 2

NennoMP/residualrmn

Official code for "Residual Reservoir Memory Networks", IJCNN (2025).

Language: Python - Size: 294 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

rq-Chen/DFORM_stable

DFORM: Diffeomorphic Vector Field Alignment Network

Language: Python - Size: 25.4 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

ahkarami/Great-Deep-Learning-Books

A Great Collection of Deep Learning (e)Books

Size: 600 KB - Last synced at: 30 days ago - Pushed at: 11 months ago - Stars: 153 - Forks: 33

farzadasgari/evap

Lake surface water evaporation modeling using remote-sensed water quality parameters (CHL, CDOM, TSM, temperature) and Bayesian-optimized LSTM/GRU hybrids validated against Penman-FAO.

Language: Jupyter Notebook - Size: 75.1 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 2 - Forks: 0

fabridamicelli/echoes

Machine Learning with Echo State Networks, a scikit-learn compatible package.

Language: Python - Size: 14.4 MB - Last synced at: 15 days ago - Pushed at: about 1 month ago - Stars: 44 - Forks: 9

lucidrains/light-recurrent-unit-pytorch

Implementation of a Light Recurrent Unit in Pytorch

Language: Python - Size: 35 MB - Last synced at: 20 days ago - Pushed at: about 1 year ago - Stars: 49 - Forks: 3

bentrevett/pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

Language: Jupyter Notebook - Size: 1.64 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 4,547 - Forks: 1,183

philipperemy/keras-tcn

Keras Temporal Convolutional Network. Supports Python and R.

Language: Python - Size: 5.74 MB - Last synced at: about 1 month ago - Pushed at: 7 months ago - Stars: 1,972 - Forks: 463

reservoirpy/reservoirpy

A simple and flexible code for Reservoir Computing architectures like Echo State Networks

Language: Python - Size: 102 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 568 - Forks: 129

Parvezkhan0/Sentiment-Analysis-on-Social-Media-Data

Within this scope of repository, we conclude and analyze the sentiments and manifestations (comments,hastags, posts, tweets, images) of the users of the Twitter social mediaplatform, based on the main trends and different subcategories of this trends. Where we analyze, compile, visualize statistics, and summarize or further processing.

Language: Python - Size: 6.56 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 1

vaibhawvipul/First-steps-towards-Deep-Learning

This is an open sourced book on deep learning.

Language: CSS - Size: 1.65 MB - Last synced at: 29 days ago - Pushed at: almost 3 years ago - Stars: 441 - Forks: 71

kyegomez/MambaTransformer

Integrating Mamba/SSMs with Transformer for Enhanced Long Context and High-Quality Sequence Modeling

Language: Python - Size: 2.25 MB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 208 - Forks: 18

boemer00/jet-engine-degradation-prediction

This project uses Transformer-based RNN model to predict the remaining useful life (RUL) of turbo fan jet engines using NASA's C-MAPSS simulated sensor data.

Language: Jupyter Notebook - Size: 7.1 MB - Last synced at: 18 days ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 1

haihabi/PyNNcml

Library for rain estimation and detection built with PyTorch. This library provides an implementation of algorithms for extracting rain-rate using data from commercial microwave links (CMLs). Addinaly this project provide an example dataset with data from two CMLs and implementation of performance and robustness metrics

Language: Python - Size: 9.81 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 12 - Forks: 10

kalekiu/easyesn

Python library for Reservoir Computing using Echo State Networks

Language: Python - Size: 1.68 MB - Last synced at: about 1 month ago - Pushed at: almost 5 years ago - Stars: 139 - Forks: 42

karami-mehdi/CyberattackDetection

This project focuses on detecting cyberattacks using advanced analytical techniques and a deep learning model. It leverages structured datasets and explores the use of algorithms for detecting anomalies or malicious behavior in network traffic or system logs.

Language: Jupyter Notebook - Size: 405 KB - Last synced at: 13 days ago - Pushed at: 8 months ago - Stars: 10 - Forks: 0

kensk8er/chicksexer

A Python package for gender classification.

Language: Python - Size: 128 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 87 - Forks: 30

kr-colab/ReLERNN

Recombination Landscape Estimation using Recurrent Neural Networks

Language: Python - Size: 1.02 MB - Last synced at: 3 days ago - Pushed at: 7 months ago - Stars: 63 - Forks: 11

sozelfist/annotated_deep_learning_paper_implementations Fork of labmlai/annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Language: Python - Size: 149 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

blongngo28/TSMAE-model

Reimplementation of TSMAE for ECG5000 data

Size: 33.2 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

lucidrains/HRM

Exploration into the proposed architecture from Sapient Intelligence of Singapore 🇸🇬

Language: Python - Size: 249 KB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 63 - Forks: 4

PedroSeber/O-GlcNAcylation_Prediction

Code and datasets for the publication "Recurrent Neural Network-based Prediction of O-GlcNAcylation Sites in Mammalian Proteins"

Language: Python - Size: 20.9 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

dsz1910/football-predictions

Football match predictor. Scraped data from internet, preprocessed data, created different models

Language: Jupyter Notebook - Size: 464 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

aimagelab/ReT

[CVPR 2025] Recurrence-Enhanced Vision-and-Language Transformers for Robust Multimodal Document Retrieval

Language: Python - Size: 824 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 23 - Forks: 1

RoninAkagami/esgp-net

ESGP: A Hybrid ESN Architecture with Gated Dynamics

Language: Python - Size: 31.3 KB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

supernnova/SuperNNova

Open Source Photometric classification https://supernnova.readthedocs.io

Language: Python - Size: 6.4 MB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 33 - Forks: 9

tensorlayer/awesome-tensorlayer

A curated list of dedicated resources and applications

Size: 94.7 KB - Last synced at: 8 days ago - Pushed at: almost 6 years ago - Stars: 270 - Forks: 59

whizerly/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate

🧠 Build and enhance your deep learning skills with the TensorFlow Developer Professional Certificate from DeepLearning.AI, guided by Laurence Moroney.

Language: Jupyter Notebook - Size: 29.2 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

stefanonardo/pytorch-esn

An Echo State Network module for PyTorch.

Language: Python - Size: 328 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 226 - Forks: 47

rag-fish/loto6-deeplearning

Loto6 lottery number prediction with BiLSTM + Monte Carlo Dropout (educational use)

Language: Jupyter Notebook - Size: 20.5 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

nschaetti/EchoTorch

A Python toolkit for Reservoir Computing and Echo State Network experimentation based on pyTorch. EchoTorch is the only Python module available to easily create Deep Reservoir Computing models.

Language: Python - Size: 50.9 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 476 - Forks: 120

arsedler9/lfads-torch

A PyTorch implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.

Language: Jupyter Notebook - Size: 32 MB - Last synced at: about 2 months ago - Pushed at: 9 months ago - Stars: 113 - Forks: 29

rickiepark/python-machine-learning-book-3rd-edition

<머신 러닝 교과서 3판>의 코드 저장소

Language: Jupyter Notebook - Size: 289 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 123 - Forks: 91

danielhp777/Dissertation-R-code

This repository contains all the R code used in my dissertation project at the University of Manchester, 2025 (MATH6000S). Note that the regression tree code also contains the gradient boosting code, the EDA code contains the code for the plots seen in section 4.1, and the heights code is used in section 1.1.

Language: R - Size: 53.7 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

IDSIA/recurrent-fwp

Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)

Language: Python - Size: 5.61 MB - Last synced at: 7 days ago - Pushed at: 5 months ago - Stars: 50 - Forks: 5

KotlinNLP/SimpleDNN

SimpleDNN is a machine learning lightweight open-source library written in Kotlin designed to support relevant neural network architectures in natural language processing tasks

Language: Kotlin - Size: 5.4 MB - Last synced at: 26 days ago - Pushed at: over 5 years ago - Stars: 102 - Forks: 9

x4nth055/emotion-recognition-using-speech

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

Language: Python - Size: 944 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 645 - Forks: 246

proroklab/popgym

Partially Observable Process Gym

Language: Python - Size: 261 KB - Last synced at: about 2 months ago - Pushed at: 5 months ago - Stars: 198 - Forks: 15

nurulashraf/rnn-sequence-number-prediction

This analysis demonstrates building and training a simple RNN model to predict the next number in a sequence, covering data preparation, model architecture, training, and prediction.

Size: 8.79 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

mrosol/Nonlincausality

Python package for Granger causality test with nonlinear forecasting methods.

Language: Python - Size: 213 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 86 - Forks: 18

abhi227070/Emotion-Detection-of-text-using-LSTM-Internship-Project

Emotion Detection of Text using LSTM: This internship project focuses on detecting the emotion of a sentence as positive, negative, or neutral using Long Short-Term Memory (LSTM) networks, a type of deep learning model. Based on these emotions, the overall sentiment of a platform or user experience is calculated from users' feedback.

Language: Jupyter Notebook - Size: 591 KB - Last synced at: 26 days ago - Pushed at: over 1 year ago - Stars: 4 - Forks: 3

nchamb/Environmental-Sound-Classification-Deep-Learning

Deep Learning Methods for Environmental Audio Classification

Language: Jupyter Notebook - Size: 3.91 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

kelsonbatista/fall-detection-ai-project

Fall detection model (AI) with YOLO and LSTM

Language: Jupyter Notebook - Size: 27.2 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

kk7nc/RMDL

RMDL: Random Multimodel Deep Learning for Classification

Language: Python - Size: 223 MB - Last synced at: 7 days ago - Pushed at: over 2 years ago - Stars: 433 - Forks: 121

liquidcarrot/carrot

🥕 Evolutionary Neural Networks in JavaScript

Language: JavaScript - Size: 17 MB - Last synced at: about 1 month ago - Pushed at: almost 3 years ago - Stars: 294 - Forks: 35

BurakAhmet/DeepLearning.AI-TensorFlow-Developer-Professional-Certificate

Quizzes and assignment submissions for DeepLearning.AI TensorFlow Developer Professional Certificate program

Language: Jupyter Notebook - Size: 4.28 MB - Last synced at: 28 days ago - Pushed at: almost 2 years ago - Stars: 10 - Forks: 9

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recurrent-neural-networks 2,017 deep-learning 970 machine-learning 570 convolutional-neural-networks 563 tensorflow 435 lstm 366 python 340 rnn 286 keras 263 pytorch 259 neural-network 242 neural-networks 219 natural-language-processing 198 deep-neural-networks 191 lstm-neural-networks 167 artificial-intelligence 133 nlp 121 artificial-neural-networks 90 gru 88 cnn 86 sentiment-analysis 86 computer-vision 85 long-short-term-memory 83 time-series 80 python3 76 numpy 71 reinforcement-learning 70 generative-adversarial-network 68 jupyter-notebook 63 data-science 59 classification 50 attention-mechanism 49 text-generation 48 ai 47 keras-tensorflow 46 machine-learning-algorithms 43 text-classification 42 time-series-forecasting 42 transformer 41 seq2seq 39 rnn-tensorflow 38 image-captioning 37 deep-reinforcement-learning 37 deeplearning 36 tensorflow2 36 autoencoder 35 recurrent-neural-network 35 udacity-nanodegree 34 pandas 34 transformers 34 stock-price-prediction 33 transfer-learning 32 time-series-analysis 31 supervised-learning 30 coursera 30 language-model 30 gated-recurrent-units 30 logistic-regression 29 word2vec 28 udacity 28 attention 27 speech-recognition 27 scikit-learn 27 regression 27 image-classification 26 prediction 26 nlp-machine-learning 26 reservoir-computing 26 lstm-model 25 word-embeddings 24 echo-state-networks 23 variational-autoencoder 23 backpropagation 23 feedforward-neural-network 23 convolutional-neural-network 22 udacity-deep-learning 21 tutorial 20 linear-regression 20 long-short-term-memory-models 19 forecasting 19 image-processing 19 chatbot 19 sequence-to-sequence 19 matplotlib 19 encoder-decoder 18 autoencoders 18 music-generation 17 sequence-models 17 machine-translation 17 hyperparameter-tuning 17 language-modeling 17 embeddings 16 recurrent-networks 16 gradient-descent 16 rnn-pytorch 16 time-series-prediction 16 bidirectional-lstm 16 natural-language-understanding 15 keras-neural-networks 15 data-analysis 15