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188 search results found

Numpy Ml ⭐ 14,162

Machine learning, in numpy

Ml5 Library ⭐ 6,134

Friendly machine learning for the web! 🤖

Lstm Human Activity Recognition ⭐ 3,074

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

Deepjazz ⭐ 2,583

Deep learning driven jazz generation using Keras & Theano!

Ncrfpp ⭐ 1,862

NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.

Spago ⭐ 1,691

Self-contained Machine Learning and Natural Language Processing library in Go

Deeplearningfornlpinpytorch ⭐ 1,605

An IPython Notebook tutorial on deep learning for natural language processing, including structure prediction.

Word Rnn Tensorflow ⭐ 1,261

Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.

Lstmvis ⭐ 1,046

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Predictive Maintenance Using Lstm ⭐ 507

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

Multilabel Timeseries Classification With Lstm ⭐ 487

Tensorflow implementation of paper: Learning to Diagnose with LSTM Recurrent Neural Networks.

Trafficflowprediction ⭐ 437

Traffic Flow Prediction with Neural Networks(SAEs、LSTM、GRU).

Stock Price Prediction Lstm ⭐ 425

OHLC Average Prediction of Apple Inc. Using LSTM Recurrent Neural Network

Stockpredictionrnn ⭐ 419

High Frequency Trading Price Prediction using LSTM Recursive Neural Networks

Pytorch Ntm ⭐ 398

Neural Turing Machines (NTM) - PyTorch Implementation

Deepsleepnet ⭐ 347

DeepSleepNet: a Model for Automatic Sleep Stage Scoring based on Raw Single-Channel EEG

Cryptocurrency Price Prediction ⭐ 337

Cryptocurrency Price Prediction Using LSTM neural network

Easy Deep Learning With Keras ⭐ 336

Keras tutorial for beginners (using TF backend)

Thesemicolon ⭐ 312

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Theano_lstm ⭐ 309

🔬 Nano size Theano LSTM module

Handwriting Generation ⭐ 289

Implementation of handwriting generation with use of recurrent neural networks in tensorflow. Based on Alex Graves paper (https://arxiv.org/abs/1308.0850).

Deeplearning.ai Assignments ⭐ 286

🥕 Evolutionary Neural Networks in JavaScript

🎭 Sentiment Analysis of Twitter data using combined CNN and LSTM Neural Network models

Deep Learning Specialization Coursera ⭐ 266

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.

Stock Trading Ml ⭐ 238

A stock trading bot that uses machine learning to make price predictions.

Ntm One Shot Tf ⭐ 237

One Shot Learning using Memory-Augmented Neural Networks (MANN) based on Neural Turing Machine architecture in Tensorflow

Traffic_prediction ⭐ 237

Traffic prediction is the task of predicting future traffic measurements (e.g. volume, speed, etc.) in a road network (graph), using historical data (timeseries).

Lightnet ⭐ 236

Efficient, transparent deep learning in hundreds of lines of code.

Tts Cube ⭐ 216

End-2-end speech synthesis with recurrent neural networks

Rnn_ctc ⭐ 216

Recurrent Neural Network and Long Short Term Memory (LSTM) with Connectionist Temporal Classification implemented in Theano. Includes a Toy training example.

Deeptrade ⭐ 211

A LSTM model using Risk Estimation loss function for stock trades in market

Humanfalldetection ⭐ 198

Real-time, Multi-person & Multi-camera Fall Detector in Python

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

Deep Learning For Hackers ⭐ 196

Machine Learning tutorials with TensorFlow 2 and Keras in Python (Jupyter notebooks included) - (LSTMs, Hyperameter tuning, Data preprocessing, Bias-variance tradeoff, Anomaly Detection, Autoencoders, Time Series Forecasting, Object Detection, Sentiment Analysis, Intent Recognition with BERT)

Lstm_anomaly_thesis ⭐ 191

Anomaly detection for temporal data using LSTMs

Seq2seqsharp ⭐ 188

Seq2SeqSharp is a tensor based fast & flexible deep neural network framework written by .NET (C#). It has many highlighted features, such as automatic differentiation, different network types (Transformer, LSTM, BiLSTM and so on), multi-GPUs supported, cross-platforms (Windows, Linux, x86, x64, ARM), multimodal model for text and images and so on.

Deeplearn Rs ⭐ 187

Neural networks in Rust

Lstm Music Genre Classification ⭐ 184

Music genre classification with LSTM Recurrent Neural Nets in Keras & PyTorch

Stylenet ⭐ 183

A cute multi-layer LSTM that can perform like a human 🎶

Relation Classification Using Bidirectional Lstm Tree ⭐ 183

TensorFlow Implementation of the paper "End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures" and "Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths" for classifying relations

Datastories Semeval2017 Task4 ⭐ 171

Deep-learning model presented in "DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment Analysis".

Code for Mimicking Word Embeddings using Subword RNNs (EMNLP 2017)

Deep Algotrading ⭐ 145

A resource for learning about deep learning techniques from regression to LSTM and Reinforcement Learning using financial data and the fitness functions of algorithmic trading

Deep Learning Resources ⭐ 138

A Collection of resources I have found useful on my journey finding my way through the world of Deep Learning.

An implementation of a generalized version of the Long Short-Term Memory neural network architecture and algorithm, one of the most powerful supervised machine learning methodologies

Image Caption Generator ⭐ 136

[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow

Neural network models for joint POS tagging and dependency parsing (CoNLL 2017-2018)

Kaggle Quora Dup ⭐ 126

Solution to Kaggle's Quora Duplicate Question Detection Competition

Textclassification ⭐ 124

Text classification using different neural networks (CNN, LSTM, Bi-LSTM, C-LSTM).

Deep Lyrics ⭐ 123

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

Sarcasmdetection ⭐ 120

Sarcasm detection on tweets using neural network

Richwordsegmentor ⭐ 119

Neural word segmentation with rich pretraining, code for ACL 2017 paper

LSTM Neural Network in Python and Cython, used for language modelling

Context ⭐ 116

ConText v4: Neural networks for text categorization

Lightnn ⭐ 111

The light deep learning framework for study and for fun. Join us!

Bach_ai ⭐ 111

LSTM Neural Network that tries to write piano melodies similar to Bach's

Actionrecognition ⭐ 109

Explore Action Recognition

Cryptocurrency Prediction With Artificial Intelligence ⭐ 101

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

Deep learning program generator

Recurrentnn.jl ⭐ 96

Deep RNN, LSTM, GRU, GF-RNN, and GF-LSTMs in Julia

Lasagne4bio ⭐ 88

Object Tracking ⭐ 86

Multiple Object Tracking System in Keras + (Detection Network - YOLO)

Neural Disaggregator ⭐ 82

Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.

Ai Reading Materials ⭐ 77

Some of the ML and DL related reading materials, research papers that I've read

Pred Rnn ⭐ 76

PredRNN: Recurrent Neural Networks for Predictive Learning using Spatiotemporal LSTMs

Mmwave Gesture Recognition ⭐ 73

Basic Gesture Recognition Using mmWave Sensor - TI AWR1642

Recurrent Environment Simulators ⭐ 73

Deepmind Recurrent Environment Simulators paper implementation in tensorflow

Basic Machine Learning ⭐ 71

This is a repo of basic Machine Learning what I learn. More to go...

Time Series Forecasting Tensorflowjs ⭐ 69

Pull stock prices from online API and perform predictions using Long Short Term Memory (LSTM) with TensorFlow.js framework

Implementation of Sequence to Sequence Learning with Neural Networks by Sutskever et al.

Iss Rnns ⭐ 62

Sparse Recurrent Neural Networks -- Pruning Connections and Hidden Sizes (TensorFlow)

Stock Price Trade Analyzer ⭐ 60

This is a Python 3.0 project for analyzing stock prices and methods of stock trading. It uses native Python tools and Google TensorFlow machine learning.

Recurrent Neural Net ⭐ 60

A recurrent (LSTM) neural network in C

Chicksexer ⭐ 60

A Python package for gender classification.

Deep Eos ⭐ 57

General-Purpose Neural Networks for Sentence Boundary Detection

Lstm Context Embeddings ⭐ 56

Augmenting word embeddings with their surrounding context using bidirectional RNN

A recurrent/memory-based neural network library implemented from scratch in C.

Tensorflow Lstm Sin ⭐ 52

TensorFlow 1.3 experiment with LSTM (and GRU) RNNs for sine prediction

AIOpen是一个按人工智能三要素（数据、算法、算力）进行AI开源项目分类的汇集项目，项目致力于跟踪

Lstm Poetry ⭐ 51

Generate random poetry using a LSTM neural network

Dstc6 End To End Conversation Modeling ⭐ 51

DSTC6: End-to-End Conversation Modeling Track

Bidirectional Lstm And Convolutional Neural Network For Temperature Prediction ⭐ 49

We use weather data of Ulsan, Korea from 1980 to 2017 to predict temperature.

Remaining Useful Life Prediction Rnn ⭐ 49

Remaining Useful Life Prediction Using RNN/LSTM/GRU Neural Networks

OpenCL for Nets - A Deep Learning Framework based on OpenCL, written by C++. Supports popular MLP, RNN(LSTM), CNN(ResNet). Friendly debugger. Transparent data. No library dependencies. 基于OpenCL的深度学习计算框架，C++开发，支持多层感知器，长短时记忆模型，卷积神经网络，残差网

Mta Lstm Tensorflow ⭐ 48

Recent TensorFlow implementation of Topic-to-Essay Generation with Neural Networks.

Blurbgenrecollection Hmc ⭐ 47

Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.

Neuralmodels ⭐ 46

A library for neural networks. Built on Theano.

Human Activity Recognition Using Recurrent Neural Nets Rnn Lstm And Tensorflow On Smartphones ⭐ 46

This was my Master's project where i was involved using a dataset from Wireless Sensor Data Mining Lab (WISDM) to build a machine learning model to predict basic human activities using a smartphone accelerometer, Using Tensorflow framework, recurrent neural nets and multiple stacks of Long-short-term memory units(LSTM) for building a deep network. After the model was trained, it was saved and exported to an android application and the predictions were made using the model and the interface to

Text Generation Using Bidirectional Lstm And Doc2vec Models ⭐ 46

Text Generation using Bidirectional LSTM and Doc2Vec models

Pytorchtree ⭐ 45

Recursive Neural Network and Tree LSTM implementations in pyTorch for sentiment analysis

Mist Rnns ⭐ 45

Mixed History Recurrent Neural Networks

S Tsfe Dl ⭐ 44

Time Series Feature Extraction using Deep Learning

Password_cracker ⭐ 44

Char-level RNN LSTM password cracker 🔑🔓.

Chatbot Startkit ⭐ 44

This repository holds files for the simple chatbot wrote in TensorFlow 1.4, with attention mechanism and bucketing.

Lstm Footballmatchwinner ⭐ 43

This repository contains the code for a conference paper "Predicting the football match winner using LSTM model of Recurrent Neural Networks" that we wrote

Mlpnlp Nmt ⭐ 43

This is a sample code of "LSTM encoder-decoder with attention mechanism" mainly for understanding a recently developed machine translation framework based on deep neural networks.

Recurrent Neural Networks Intro ⭐ 42

Implementation of RNN in Python

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