GitHub topics: recurrent-neural-networks

Repositories

ahaeusser/echos

Echo State Networks for Time Series Forecasting

Language: R - Size: 26 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 16 - Forks: 1

fotball234/top-coder-challenge

Reverse-engineer a 60-year-old travel reimbursement system using historical data and employee insights. Your task is to replicate its behavior based on 1,000 input/output examples. 🛠️📊

Language: Shell - Size: 75.2 KB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

aidxnis/DeepSTPP-with-MambaSSM

DeepSTPP-with-MambaSSM enhances spatiotemporal event modeling by integrating the Mamba framework, improving efficiency and accuracy. Explore our implementation to see how it outperforms traditional methods in handling complex event sequences! 🐙🌟

Language: Python - Size: 20.1 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 0 - Forks: 0

proroklab/popgym

Partially Observable Process Gym

Language: Python - Size: 261 KB - Last synced at: about 12 hours ago - Pushed at: 9 days ago - Stars: 193 - Forks: 15

miekadal4/top-coder-challenge

Reverse-engineer a 60-year-old travel reimbursement system using historical data and employee interviews. Your mission is to replicate its behavior based on 1,000 examples and uncover the original business logic. 🛠️💻

Language: Shell - Size: 75.2 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - 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: 31.3 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

hshatti/Tensorium

A platform agnostic fast tensor manipulation library using SIMD when possible, written in pascal and can be imported to other languages

Language: Pascal - Size: 72.2 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 9 - Forks: 3

shaheennabi/Natural-Language-Processing-Practices-and-Mini-Projects

🎇 NLP Experiments 🎆 A hands-on collection of NLP experiments 💬, featuring models like RNN, LSTM, and Attention Mechanism. 🚀 Explore applications like text classification, sentiment analysis, and language generation 🌍. Continuously updated with new algorithms and research implementations! 🔥

Language: Jupyter Notebook - Size: 24.4 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

Correia-jpv/fucking-awesome-deep-learning

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

Size: 603 KB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 15 - Forks: 2

thuml/predrnn-pytorch

Official implementation for NIPS'17 paper: PredRNN: Recurrent Neural Networks for Predictive Learning Using Spatiotemporal LSTMs.

Language: Python - Size: 26.9 MB - Last synced at: 1 day ago - Pushed at: over 1 year ago - Stars: 482 - Forks: 122

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: 36.6 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

federicoparroni/recsys2019

The complete code and notebooks used for the ACM Recommender Systems Challenge 2019

Language: Jupyter Notebook - Size: 14.4 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 30 - Forks: 17

Rong-Ding/ModellingHumanReading

Scripts and reports on using models such as Word2Vec, LSTM, and SRN to simulate and fit human reading data

Language: Jupyter Notebook - Size: 522 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

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: 8.59 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 12 - Forks: 8

hongyehu/Machine_Learning_Quantum_State_Tomography

An **unofficial** pytorch implementation of using generative models to do quantum state tomography with POVM measurements.

Language: Python - Size: 2.63 MB - Last synced at: 5 days ago - Pushed at: over 4 years ago - Stars: 35 - Forks: 8

adnyaaap/deep-prove

DeepProve is a framework that enables fast verification of neural network inference using zero-knowledge techniques. It supports various model types, proving their correctness efficiently while keeping data private. 🐙✨

Language: Rust - Size: 9.04 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

arthurdjn/nets

Recreating PyTorch from scratch, using Numpy. Supports FCN, CNN, RNN layers.

Language: Python - Size: 10.7 MB - Last synced at: 6 days ago - Pushed at: over 4 years ago - Stars: 36 - Forks: 4

BrainJS/brain.js

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

Language: TypeScript - Size: 22.3 MB - Last synced at: 6 days ago - Pushed at: 9 months ago - Stars: 14,750 - Forks: 1,083

mikekeith52/scalecast

The practitioner's forecasting library

Language: Python - Size: 1.16 GB - Last synced at: 2 days ago - Pushed at: 6 days ago - Stars: 339 - Forks: 40

raminmh/CfC

Closed-form Continuous-time Neural Networks

Language: Python - Size: 93.5 MB - Last synced at: 6 days ago - Pushed at: 12 months ago - Stars: 956 - Forks: 155

Alder998/WeatherForecast

Weather Forecast Model, from Data Gathering to Prediction

Language: Python - Size: 81.1 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

Ruchita02-code/Stock_Price_Prediction

Machine learning project for predicting stock price trends using LSTM.

Language: Jupyter Notebook - Size: 721 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

BenRickard16/Deep-Learning-AI-IV

All of my R code from the Deep Learning & AI IV module at Durham University

Language: R - Size: 17.2 MB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 0 - Forks: 0

AlwaysDhruv/Synonymw_Word_Prediction

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

Language: C++ - Size: 381 KB - Last synced at: 10 days ago - Pushed at: 10 days ago - Stars: 1 - Forks: 0

reservoirpy/reservoirpy

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

Language: Python - Size: 103 MB - Last synced at: 8 days ago - Pushed at: about 1 month ago - Stars: 532 - Forks: 120

MartinuzziFrancesco/LuxRecurrentLayers.jl

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

Language: Julia - Size: 443 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 4 - Forks: 0

MoustafaMohamed01/MoustafaMohamed01

Software Engineering Student | Specializing in Machine Learning, Deep Learning, and Generative AI

Size: 188 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 1 - Forks: 0

reservoirpy/reservoirR

Experimental R interface for ReservoirPy

Language: R - Size: 388 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 6 - Forks: 2

fabridamicelli/echoes

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

Language: Python - Size: 14.2 MB - Last synced at: about 24 hours ago - Pushed at: 15 days ago - Stars: 43 - Forks: 9

tensorlayer/awesome-tensorlayer

A curated list of dedicated resources and applications

Size: 94.7 KB - Last synced at: 10 days ago - Pushed at: over 5 years ago - Stars: 269 - Forks: 59

NeuromatchAcademy/course-content-dl

NMA deep learning course

Language: Jupyter Notebook - Size: 530 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 782 - Forks: 277

HendrikStrobelt/LSTMVis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

Language: Jupyter Notebook - Size: 5.51 MB - Last synced at: 1 day ago - Pushed at: over 3 years ago - Stars: 1,249 - Forks: 259

MartinuzziFrancesco/RecurrentLayers.jl

A comprehensive collection of 30+ recurrent neural network layers for Flux.jl

Language: Julia - Size: 1.92 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 19 - Forks: 0

ASY-m4/Sentiment-analysis

# Sentiment AnalysisThis project decodes human emotions by analyzing text data, turning it into insights. Explore the code and contribute to enhancing sentiment understanding! 🚀💻

Language: Jupyter Notebook - Size: 2.8 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

AqwamCreates/DataPredict-Neural

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

Language: Lua - Size: 8.03 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 1 - Forks: 0

rwth-i6/returnn

The RWTH extensible training framework for universal recurrent neural networks

Language: Python - Size: 27.7 MB - Last synced at: 5 days ago - Pushed at: 17 days ago - Stars: 367 - Forks: 132

supernnova/SuperNNova

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

Language: Python - Size: 6.38 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 31 - Forks: 8

jdermody/brightwire

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

Language: C# - Size: 47.5 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 126 - Forks: 18

meetps/crnn-music-genre-classification

Tensorflow Implementation of Convolutional Recurrent Neural Networks for Music Genre Classification

Language: Python - Size: 2.65 MB - Last synced at: 1 day ago - Pushed at: over 8 years ago - Stars: 55 - Forks: 18

The-AI-Summer/deep-learning-visuals

A collection of 100 Deep Learning images and visualizations

Size: 6.01 MB - Last synced at: 8 days ago - Pushed at: almost 4 years ago - Stars: 78 - Forks: 11

Jakson-Almeida/RNN-Cpp

This Neural Networks library was designed to be lightweight and efficient, making it ideal for embedded systems.

Language: C++ - Size: 67.4 KB - Last synced at: 9 days ago - Pushed at: 6 months ago - Stars: 0 - Forks: 0

amanchadha/iSeeBetter

Language: C++ - Size: 581 MB - Last synced at: 21 days ago - Pushed at: 21 days ago - Stars: 368 - Forks: 69

CaptainE/RNN-LSTM-in-numpy

Building a RNN and LSTM from scratch with NumPy.

Language: Jupyter Notebook - Size: 74.2 KB - Last synced at: 10 days ago - Pushed at: 12 months ago - Stars: 43 - Forks: 5

C-H-E-N-Zhihao/NLP-Based-Intent-Recognition-and-Named-Entity-Recognition

This project focuses on Natural Language Processing (NLP) for Intent Recognition and Named Entity Recognition (NER). The goal is to develop deep learning models that can classify user intents and extract named entities from text。

Language: Jupyter Notebook - Size: 11.2 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

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: 21 days ago - Pushed at: over 1 year ago - Stars: 633 - Forks: 243

msaakaash/deepLearning

A comprehensive deep learning repository covering core concepts, architectures, and implementations for diverse datasets.

Language: Jupyter Notebook - Size: 72 MB - Last synced at: 12 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

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: 24 days ago - Pushed at: about 1 year ago - Stars: 4,512 - Forks: 1,181

dragen1860/Deep-Learning-with-PyTorch-Tutorials

深度学习与PyTorch入门实战视频教程配套源代码和PPT

Language: Python - Size: 87.2 MB - Last synced at: 23 days ago - Pushed at: over 5 years ago - Stars: 3,008 - Forks: 1,310

shlizee/NeuroAI

NeuroAI-UW seminar, a regular weekly seminar for the UW community, organized by NeuroAI Shlizerman Lab.

Size: 270 KB - Last synced at: 25 days ago - Pushed at: 25 days ago - Stars: 55 - Forks: 4

tonybeltramelli/Deep-Lyrics

Lyrics Generator aka Character-level Language Modeling with Multi-layer LSTM Recurrent Neural Network

Language: Python - Size: 12.7 KB - Last synced at: 22 days ago - Pushed at: over 7 years ago - Stars: 152 - Forks: 27

chen0040/keras-chinese-resume-parser-and-analyzer

keras project that parses and analyze chinese resumes

Language: Python - Size: 4.39 MB - Last synced at: 11 days ago - Pushed at: over 7 years ago - Stars: 16 - Forks: 13

sjchoi86/Tensorflow-101

TensorFlow Tutorials

Language: Jupyter Notebook - Size: 544 MB - Last synced at: 23 days ago - Pushed at: about 5 years ago - Stars: 2,601 - Forks: 746

githubharald/SimpleHTR

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

Language: Python - Size: 77.1 MB - Last synced at: 23 days ago - Pushed at: about 1 year ago - Stars: 2,076 - Forks: 908

phreakyphoenix/TV-Script-Generation

Do you love Seinfield and wish it never ended. Check out this repo to create your own Seinfield scipt :cowboy_hat_face: Made with :heart: in Pytorch. Keep spreading love and laughter and do :star2: the project. Cheers!

Language: HTML - Size: 177 KB - Last synced at: 7 days ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

raminmh/liquid-s4

Liquid Structural State-Space Models

Language: Python - Size: 2.12 MB - Last synced at: 27 days ago - Pushed at: over 1 year ago - Stars: 358 - Forks: 61

sjvasquez/handwriting-synthesis

Handwriting Synthesis with RNNs ✏️

Language: Python - Size: 39.3 MB - Last synced at: 24 days ago - Pushed at: over 1 year ago - Stars: 4,518 - Forks: 624

mbadry1/Trending-Deep-Learning

Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.

Language: Python - Size: 91.8 KB - Last synced at: 28 days ago - Pushed at: over 5 years ago - Stars: 644 - Forks: 221

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: 15.6 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

FilippoMB/python-time-series-handbook

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

Language: Jupyter Notebook - Size: 350 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 141 - Forks: 29

ahkarami/Great-Deep-Learning-Books

A Great Collection of Deep Learning (e)Books

Size: 600 KB - Last synced at: 27 days ago - Pushed at: 7 months ago - Stars: 135 - Forks: 30

nandahkrishna/RNNReactivation

Code for "Sufficient conditions for offline reactivation in recurrent neural networks" (ICLR 2024)

Language: Python - Size: 1.62 MB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 2 - Forks: 0

amanchadha/stanford-cs231n-assignments-2020

This repository contains my solutions to the assignments for Stanford's CS231n "Convolutional Neural Networks for Visual Recognition" (Spring 2020).

Language: Jupyter Notebook - Size: 200 MB - Last synced at: 2 days ago - Pushed at: almost 4 years ago - Stars: 175 - Forks: 66

StevePny/DataAssimBench

Benchmarking tools for applying AI/ML to data assimilation

Language: Python - Size: 897 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 16 - Forks: 1

githubharald/CTCWordBeamSearch

Connectionist Temporal Classification (CTC) decoder with dictionary and language model.

Language: C++ - Size: 1.84 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 567 - Forks: 162

JordiCorbilla/stock-prediction-deep-neural-learning

Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting

Language: Jupyter Notebook - Size: 36.4 MB - Last synced at: 30 days ago - Pushed at: 2 months ago - Stars: 595 - Forks: 126

NELSONZHAO/zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Language: Jupyter Notebook - Size: 157 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 3,514 - Forks: 2,129

dlanzo/CRANE

Convolutional Recurrent Approximation of Nanoscale Evolution

Language: Python - Size: 85.9 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0

amanchadha/coursera-deep-learning-specialization

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

Language: Jupyter Notebook - Size: 207 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3,680 - Forks: 2,511

mravanelli/pytorch-kaldi

pytorch-kaldi is a project for developing state-of-the-art DNN/RNN hybrid speech recognition systems. The DNN part is managed by pytorch, while feature extraction, label computation, and decoding are performed with the kaldi toolkit.

Language: Python - Size: 567 KB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 2,387 - Forks: 445

CompOmics/intro-to-deep-learning

Practical introduction to neural networks with Pytorch and Lightning

Language: Jupyter Notebook - Size: 662 KB - Last synced at: 24 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

githubharald/CTCDecoder

Connectionist Temporal Classification (CTC) decoding algorithms: best path, beam search, lexicon search, prefix search, and token passing. Implemented in Python.

Language: Python - Size: 1010 KB - Last synced at: 28 days ago - Pushed at: almost 4 years ago - Stars: 828 - Forks: 182

Alro10/deep-learning-time-series

List of papers, code and experiments using deep learning for time series forecasting

Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 2,703 - Forks: 531

Zhenye-Na/DA-RNN

📃 𝖀𝖓𝖔𝖋𝖋𝖎𝖈𝖎𝖆𝖑 PyTorch Implementation of DA-RNN (arXiv:1704.02971)

Language: Jupyter Notebook - Size: 7.55 MB - Last synced at: 27 days ago - Pushed at: over 4 years ago - Stars: 423 - Forks: 141

guillaume-chevalier/LSTM-Human-Activity-Recognition

Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier

Language: Jupyter Notebook - Size: 1.38 MB - Last synced at: 23 days ago - Pushed at: over 2 years ago - Stars: 3,401 - Forks: 939

raminmh/liquid_time_constant_networks

Code Repository for Liquid Time-Constant Networks (LTCs)

Language: Python - Size: 3.87 MB - Last synced at: 30 days ago - Pushed at: about 1 year ago - Stars: 1,676 - Forks: 310

vaibhawvipul/First-steps-towards-Deep-Learning

This is an open sourced book on deep learning.

Language: CSS - Size: 1.65 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 437 - Forks: 71

easy-tensorflow/easy-tensorflow

Simple and comprehensive tutorials in TensorFlow

Language: Python - Size: 19.9 MB - Last synced at: about 1 month ago - Pushed at: 12 months ago - Stars: 2,860 - Forks: 366

kyegomez/LiqudNet

Implementation of Liquid Nets in Pytorch

Language: Python - Size: 2.17 MB - Last synced at: 26 days ago - Pushed at: 3 months ago - Stars: 63 - Forks: 9

NennoMP/residualrmn

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

Language: Python - Size: 82 KB - Last synced at: 26 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

abdur75648/Deep-Learning-Specialization-Coursera

This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.

Language: Jupyter Notebook - Size: 161 MB - Last synced at: 28 days ago - Pushed at: over 1 year ago - Stars: 447 - Forks: 373

mrosol/Nonlincausality

Python package for Granger causality test with nonlinear forecasting methods.

Language: Python - Size: 213 KB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 82 - Forks: 15

kk7nc/HDLTex

HDLTex: Hierarchical Deep Learning for Text Classification

Language: Python - Size: 32 MB - Last synced at: 21 days ago - Pushed at: 8 months ago - Stars: 272 - Forks: 66

ChanchalKumarMaji/Coursera-Deep-Learning-Specialization-deeplearning.ai

[Coursera] Deep Learning Specialization on Coursera

Language: HTML - Size: 187 MB - Last synced at: 30 days ago - Pushed at: over 6 years ago - Stars: 3 - Forks: 8

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: 1.44 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 9 - Forks: 2