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62 search results found

Ailearning ⭐ 38,107

AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2

Pytorch Kaldi ⭐ 2,138

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.

FAQ-based Question Answering System

Deep Learning Time Series ⭐ 1,811

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

Flow Forecast ⭐ 1,759

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset.

Speechalgorithms ⭐ 625

Speech Algorithms

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

Predictive Maintenance Using Lstm ⭐ 507

Example of Multiple Multivariate Time Series Prediction with LSTM Recurrent Neural Networks in Python with Keras.

Stock Prediction Deep Neural Learning ⭐ 385

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

Easy Deep Learning With Keras ⭐ 336

Keras tutorial for beginners (using TF backend)

Numpy_neural_network ⭐ 307

仅使用numpy从头开始实现神经网络,包括反向传播公式推导过程; numpy构建全连接层、卷积层、池化层、Flatten层；以及图像分类案例及精调网络案例等,持续更新 ...

Speech Emotion Recognition ⭐ 273

Speaker independent emotion recognition

Chameleon_recsys ⭐ 202

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

Video Classification Cnn And Lstm ⭐ 176

To classify video into various classes using keras library with tensorflow as back-end.

Robust Lane Detection ⭐ 172

Text Emotion Classification ⭐ 165

Archived - not answering issues

Kaggle Competition Favorita ⭐ 138

5th place solution for Kaggle competition Favorita Grocery Sales Forecasting

Keras Kaldi ⭐ 124

Keras Interface for Kaldi ASR

Signalgraph ⭐ 110

Matlab-based deep learning toolkit that supports arbitrary directed acyclic graphs (DAG). Support DNN, LSTM, CNN layers and many signal processing layers. Include recipes/examples of using the tool for various tasks.

Weibosentiment ⭐ 104

基于各种机器学习和深度学习的中文微博情感分析

Battery Rul Estimation ⭐ 102

Remaining Useful Life (RUL) estimation of Lithium-ion batteries using deep LSTMs

Cryptocurrency Prediction With Artificial Intelligence ⭐ 101

First Version.. Cryptocurrency Prediction with Artificial Intelligence (Deep Learning via LSTM Neural Networks)- Emirhan BULUT

A fast LSTM Language Model for large vocabulary language like Japanese and Chinese

Deepdriver ⭐ 90

DeepDriver is a JAVA framework of Deep Learning, it supports ANN/CNN/DNN/RNN/LSTM now, hope it can be widely used for deep learning development.

Deepseqslam ⭐ 76

The Official Deep Learning Framework for Robot Place Learning

Pytorch Learners Tutorial ⭐ 71

PyTorch tutorial for learners

Cs224n_project ⭐ 65

Neural Image Captioning in TensorFlow.

Rul_prediction ⭐ 59

remaining Useful Life (RUL) Prediction of Mechanical Bearings using Continuous Wavelet Transform (CWT), Convolution Neural Network (CNN), and Long Short Term Memory (LSTM) unit

Time Attention ⭐ 58

Implementation of RNN for Time Series prediction from the paper https://arxiv.org/abs/1704.02971

Gdax Orderbook Ml ⭐ 53

Application of machine learning to the Coinbase (GDAX) orderbook

Dense_bilstm ⭐ 48

Tensorflow Implementation of Densely Connected Bidirectional LSTM with Applications to Sentence Classification

A Natural Language Toolkit for Indian Languages

Tensorscript ⭐ 38

REPO MOVED TO https://repetere.github.io/jsonstack-model - Deep Learning Classification, Clustering, LSTM Time Series and Regression with Tensorflow

Hierarchical Word Sense Disambiguation Using Wordnet Senses ⭐ 33

Word Sense Disambiguation using Word Specific models, All word models and Hierarchical models in Tensorflow

Deep Neural Networks For Piano Music Transcription ⭐ 31

Deep Neural Networks for Piano Music Transcription - Project for the course DT2119 - Speech and Speaker recognition KTH

Machine Learning ⭐ 31

The projects I do in Machine Learning with PyTorch, keras, Tensorflow, scikit learn and Python.

Irm Based Speech Enhancement Using Lstm ⭐ 29

Ideal Ratio Mask (IRM) Estimation based Speech Enhancement using LSTM

Textrankplus ⭐ 28

基于深度学习的中文NLP工具

Sign Language Recognition With Rnn And Mediapipe ⭐ 26

Speech_emotion_recognition ⭐ 23

In this project, the performance of speech emotion recognition is compared between two methods (SVM vs Bi-LSTM RNN).Conventional classifiers that uses machine learning algorithms has been used for decades in recognizing emotions from speech. However, in recent years, deep learning methods have taken the center stage and have gained popularity for their ability to perform well without any input hand-crafted features. Speech emotion on sets obtained from RAVDESS corpus is classified using a conven

Deepsentipers ⭐ 22

Repository for the experiments described in the paper named "DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus"

Sentimentanalysis ⭐ 22

Sentiment Analysis: Deep Bi-LSTM+attention model

Deeplearning Study ⭐ 22

This is repository for DeepLearning Study in Kyung Hee University

Voice Conversion ⭐ 22

an tutorial implement of voice conversion using pytorch

Do NLP without coding! Simple NLP framework.

Query_classfication_lstm ⭐ 19

An LSTM based query classification for Mandrain, implemented using Tensorflow

Qtextrecognizer ⭐ 18

A gui for tesseractOCR with some preprocessing image options (OpenCV) for improve character recognition

C4a_behavior_recognition ⭐ 18

Behavior recognition for the City4Age project

Ntua Slp Wassa Iest2018 ⭐ 18

Deep-learning Transfer Learning models of NTUA-SLP team submitted at the IEST of WASSA 2018 at EMNLP 2018.

SANNet Neural Network Framework

Learningmeterspoems ⭐ 16

Official repo of the article: Yousef, W. A., Ibrahime, O. M., Madbouly, T. M., & Mahmoud, M. A. (2019), "Learning meters of arabic and english poems with recurrent neural networks: a step forward for language understanding and synthesis", arXiv preprint arXiv:1905.05700

Tennis_action_recognition ⭐ 16

Using deep learning to perform action recognition in the sport of tennis.

Deeplearning_from_scratch ⭐ 16

A Deep Learning framework for CNNs and LSTMs from scratch, using NumPy.

Hands On Nlp With Pytorch ⭐ 15

Collection of Notebooks for Natural Language Processing with PyTorch

Human_activity_recognition ⭐ 14

A new and computationally cheap method to perform human activity recognition using PoseNet and LSTM. Where we use PoseNet for Preprocessing and LSTM for understand the sequence.

Lstm_text_clasification ⭐ 14

一个基本的多层lstm rnn模型，能实现中英文文本的二分类或多分类

Traffic_prediction ⭐ 14

Traffic Prediction in PaddlePaddle (ASC17 Deep Learning Application)

Recurrent Js ⭐ 14

[INACTIVE] Amazingly simple to build and train various neural networks. The library is an object-oriented neural network approach (baked with Typescript), containing stateless and stateful neural network architectures.

Robust Deep Learning Pipeline ⭐ 12

Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer SIST (2020)

CRED: A deep residual network of convolutional and recurrent units for earthquake signal detection

Speech_signal_processing ⭐ 11

Stock_price_forecasting_hybrid_model ⭐ 11

Stock closing and opening forecasting using Deep neural network and LSTM(technical indicators included)

Deep Learning Image Caption Generator ⭐ 11

Deep CNN-LSTM for Generating Image Descriptions 😈

Lstm Music ⭐ 10

👉趣味小项目：通过LSTM 基于Keras做古典音乐🎵

Driverdrowsiness_detection ⭐ 10

This is a project implementing Computer Vision and Deep Learning concepts to detect drowsiness of a driver and sound an alarm if drowsy.

Neural Machine Translation Using Keras ⭐ 9

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

This repository contains Sentiment Classification, Word Level Text Generation, Character Level Text Generation and other important codes/notes on NLP. Python and Keras are used for implementation.

Neural Network Projects ⭐ 8

This is my collection of Neural Networks mini-projects as I'm learning NN, DNN, CNN and RNN.

Punctuation Restoration Pytorch ⭐ 8

A Pytorch based LSTM Punctuation Restoration Implementation/A Simple Tutorial for Leaning Pytorch and NLP

Respiratory Diseases Recognition Through Respiratory Sound With The Help Of Deep Neural Network ⭐ 8

Prediction of respiratory diseases such as COPD(Chronic obstructive pulmonary disease), URTI(upper respiratory tract infection), Bronchiectasis, Pneumonia, Bronchiolitis with the help of deep neural networks or deep learning. We have constructed a deep neural network model that takes in respiratory sound as input and classifies the condition of its respiratory system. It not only classifies among the above-mentioned disease but also classifies if a person’s respiratory system is healthy or not w

Energy_consumption_prediction ⭐ 8

Energy consumption prediction using LSTM/GRU networks in PyTorch

Neural Image Captioning ⭐ 8

This is an implementation of the paper "Show and Tell: A Neural Image Caption Generator".

Deeplearning.ai Coursera ⭐ 7

This repository contains programming assignments and research paper refrenced in the deeplearning.ai specialization by Andrew-Ng on Coursera.

Visual_question_generation ⭐ 7

Torch code for Visual Question Generation

A Machine-Learning Approach for Earthquake Magnitude Estimation

Simplepythonrnn ⭐ 7

Only in native python & numpy

Convolutional Neural Networks In Python ⭐ 6

These are my solutions to the programming assignments of the class CS231n: Convolutional Neural Networks for Visual Recognition

Toxic Comment Detector ⭐ 6

Machine Learning And Deep Learning ⭐ 6

A repository comprising the algorithms of Machine Learning implemented on tensorflow 2 with keras and many other special machine learning libraries.

Keras Applications ⭐ 6

Keras 응용(CNN, RNN, GAN, DNN, ETC...) 사용법 예시

This Wine Does Not Exist ⭐ 5

Generating fake wines using deep learning

Key Indicator_prediction ⭐ 5

Prediction Method of Key Indicators of Industrial Process based on Deep Learning

Audio Dnn Classification ⭐ 5

Deep Neural Networks for audio classification

Machinelearningalgorithmderivation ⭐ 5

机器学习常用算法推导

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