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2,419 search results found

Tesseract ⭐ 56,096

Tesseract Open Source OCR Engine (main repository)

Ailearning ⭐ 38,107

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

Examples ⭐ 21,341

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Easyocr ⭐ 20,438

Ready-to-use OCR with 80+ supported languages and all popular writing scripts including Latin, Chinese, Arabic, Devanagari, Cyrillic and etc.

Numpy Ml ⭐ 14,162

Machine learning, in numpy

Screenshot To Code ⭐ 14,132

A neural network that transforms a design mock-up into a static website.

Char Rnn ⭐ 11,227

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

Rwkv Lm ⭐ 10,705

RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

Deeplearning ⭐ 7,463

深度学习入门教程, 优秀文章, Deep Learning Tutorial

Stock Prediction Models ⭐ 6,233

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

Machine Learning Collection ⭐ 6,173

A resource for learning about Machine learning & Deep Learning

Ml5 Library ⭐ 6,134

Friendly machine learning for the web! 🤖

Awesome Rnn ⭐ 5,856

Recurrent Neural Network - A curated list of resources dedicated to RNN

Tessdata ⭐ 5,117

Trained models with fast variant of the "best" LSTM models + legacy models

Pytorch Seq2seq ⭐ 5,024

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

Lstm Neural Network For Time Series Prediction ⭐ 4,220

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data

Pytorch Sentiment Analysis ⭐ 4,133

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

Nlp Beginner ⭐ 3,884

NLP上手教程

Nlp_paper_study ⭐ 3,373

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

Stockpredictionai ⭐ 3,235

In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good q

Keras Resources ⭐ 3,174

Directory of tutorials and open-source code repositories for working with Keras, the Python deep learning library

Tensorflow_poems ⭐ 3,152

中文古诗自动作诗机器人，屌炸天，基于tensorflow1.10 api，正在积极维护升级中，快star，保持更新！

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

Automatic_speech_recognition ⭐ 2,743

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

Char Rnn Tensorflow ⭐ 2,622

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

Deepjazz ⭐ 2,583

Deep learning driven jazz generation using Keras & Theano!

Simplified Deeplearning ⭐ 2,380

Simplified implementations of deep learning related works

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

Training RNNs as Fast as CNNs (https://arxiv.org/abs/1709.02755)

Tensorflow_template_application ⭐ 1,869

TensorFlow template application for deep learning

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.

Awd Lstm Lm ⭐ 1,838

LSTM and QRNN Language Model Toolkit for PyTorch

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).

Deepie ⭐ 1,737

DeepIE: Deep Learning for Information Extraction

Sequence_tagging ⭐ 1,725

Named Entity Recognition (LSTM + CRF) - Tensorflow

Spago ⭐ 1,691

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

Awesome Deep Learning Resources ⭐ 1,638

Rough list of my favorite deep learning resources, useful for revisiting topics or for reference. I have got through all of the content listed there, carefully. - Guillaume Chevalier

Aialpha ⭐ 1,618

Use unsupervised and supervised learning to predict stocks

Deeplearningfornlpinpytorch ⭐ 1,605

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

Awesome Ocr ⭐ 1,600

A curated list of promising OCR resources

Chatbot Retrieval ⭐ 1,545

Dual LSTM Encoder for Dialog Response Generation

Tessdoc ⭐ 1,472

Tesseract documentation

Stock Rnn ⭐ 1,339

Predict stock market prices using RNN model with multilayer LSTM cells + optional multi-stock embeddings.

Tesseract ⭐ 1,337

Tesseract Open Source OCR Engine (main repository)

Nlp Models Tensorflow ⭐ 1,329

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

Twitter Sentiment Analysis ⭐ 1,322

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

Deepnlp ⭐ 1,311

Deep Learning NLP Pipeline implemented on Tensorflow

Nlp_tutorial ⭐ 1,309

NLP超强入门指南，包括各任务sota模型汇总（文本分类、文本匹配、序列标注、文本生成、语言模型），

Chinesener ⭐ 1,303

A neural network model for Chinese named entity recognition

Python Tutorial ⭐ 1,261

Python实用教程，包括：Python基础，Python高级特性，面向对象编程，多线程，数据库，数

Word Rnn Tensorflow ⭐ 1,261

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

Pytorch Qrnn ⭐ 1,235

PyTorch implementation of the Quasi-Recurrent Neural Network - up to 16 times faster than NVIDIA's cuDNN LSTM

基于LSTM的时间序列预测研究

Deeplearning_tutorials ⭐ 1,216

The deeplearning algorithms implemented by tensorflow

Deep Siamese Text Similarity ⭐ 1,216

Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings

License Plate Detect Recognition Via Deep Neural Networks Accuracy Up To 99.9 ⭐ 1,208

works in real-time with detection and recognition accuracy up to 99.8% for Chinese license plates: 100 ms/plate

Conv Emotion ⭐ 1,146

This repo contains implementation of different architectures for emotion recognition in conversations.

Stockpriceprediction ⭐ 1,132

Stock Price Prediction using Machine Learning Techniques

Named_entity_recognition ⭐ 1,118

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

Caffe_ocr ⭐ 1,084

主流ocr算法研究实验性的项目，目前实现了CNN+BLSTM+CTC架构

Minimal, clean example of lstm neural network training in python, for learning purposes.

Lstmvis ⭐ 1,046

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

Personae ⭐ 1,034

📈 Personae is a repo of implements and environment of Deep Reinforcement Learning & Supervised Learning for Quantitative Trading.

Latticelstm ⭐ 1,018

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

Open Unmix Pytorch ⭐ 990

Open-Unmix - Music Source Separation for PyTorch

Got Book 6 ⭐ 979

LSTM trained on the first five ASOIAF/GOT books

Pytorchtext ⭐ 959

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

Awesome Mad Science ⭐ 947

Delightful npm packages that make you say "wow, didn't know that was possible!"

Tensorflow Tutorial ⭐ 886

Some interesting TensorFlow tutorials for beginners.

Getting Things Done With Pytorch ⭐ 873

Jupyter Notebook tutorials on solving real-world problems with Machine Learning & Deep Learning using PyTorch. Topics: Face detection with Detectron 2, Time Series anomaly detection with LSTM Autoencoders, Object Detection with YOLO v5, Build your first Neural Network, Time Series forecasting for Coronavirus daily cases, Sentiment Analysis with BERT.

Recurrentjs ⭐ 864

Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.

Awesome Trajectory Prediction ⭐ 863

Lstm Sentiment Analysis ⭐ 844

Sentiment Analysis with LSTMs in Tensorflow

Lm Lstm Crf ⭐ 830

Empower Sequence Labeling with Task-Aware Language Model

Seq2seq Chatbot ⭐ 826

Chatbot in 200 lines of code using TensorLayer

Lstm Char Cnn ⭐ 812

LSTM language model with CNN over characters

Telemanom ⭐ 793

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

Treelstm ⭐ 782

Tree-structured Long Short-Term Memory networks (http://arxiv.org/abs/1503.00075)

Simple and Efficient Tensorflow implementations of NER models with tf.estimator and tf.data

ROLO is short for Recurrent YOLO, aimed at simultaneous object detection and tracking

Python_autocomplete ⭐ 762

A simple neural network for python autocompletion

Textclassifier ⭐ 754

tensorflow implementation

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Ad_examples ⭐ 738

A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

A small C++ implementation of LSTM networks, focused on OCR.

Lstm Char Cnn Tensorflow ⭐ 737

Neural Net With Financial Time Series Data ⭐ 723

This solution presents an accessible, non-trivial example of machine learning (Deep learning) with financial time series using TensorFlow

Cryptocurrencyprediction ⭐ 715

Predict Cryptocurrency Price with Deep Learning

Emnlp2017 Bilstm Cnn Crf ⭐ 707

BiLSTM-CNN-CRF architecture for sequence tagging

Write Rnn Tensorflow ⭐ 672

Generative Handwriting using LSTM Mixture Density Network with TensorFlow

Actionai ⭐ 649

Real-Time Spatio-Temporally Localized Activity Detection by Tracking Body Keypoints

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

Speechalgorithms ⭐ 625

Speech Algorithms

Text Classification ⭐ 622

Implementation of papers for text classification task on DBpedia

Machine Learning on Sequential Data Using a Recurrent Weighted Average

Textclassificationbenchmark ⭐ 577

A Benchmark of Text Classification in PyTorch

Speech Emotion Recognition ⭐ 570

Speech emotion recognition implemented in Keras (LSTM, CNN, SVM, MLP) | 语音情感识别

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Related Searches

Python Lstm (3,120)

Jupyter Notebook Lstm (1,762)

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Lstm Recurrent Neural Networks (982)

Convolutional Neural Networks Lstm (820)

Tensorflow Lstm (817)

Keras Lstm (661)

Pytorch Lstm (591)

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