Awesome Open Source

Programming Languages

Search results for python recurrent neural networks

recurrent-neural-networks x

322 search results found

Ailearning ⭐ 37,934

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

Pytorch Tutorial ⭐ 27,137

PyTorch Tutorial for Deep Learning Researchers

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.

Chatrwkv ⭐ 8,991

ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.

Pytorch Tutorial ⭐ 7,372

Build your neural network easy and fast, 莫烦Python中文教学

Tensorflow_practice ⭐ 6,377

tensorflow实战练习，包括强化学习、推荐系统、nlp等

Neuraltalk ⭐ 5,172

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Textgenrnn ⭐ 4,426

Easily train your own text-generating neural network of any size and complexity on any text dataset with a few lines of code.

Handwriting Synthesis ⭐ 3,975

Handwriting Synthesis with RNNs ✏️

Tensorflow Tutorial ⭐ 3,873

Tensorflow tutorial from basic to hard

Sequence modeling benchmarks and temporal convolutional networks

Bert Chinese Text Classification Pytorch ⭐ 3,156

使用Bert，ERNIE，进行中文文本分类

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！

Text Classification Cnn Rnn ⭐ 2,950

CNN-RNN中文文本分类，基于TensorFlow

Easy Tensorflow ⭐ 2,875

Simple and comprehensive tutorials in TensorFlow

Darts ⭐ 2,775

Differentiable architecture search for convolutional and recurrent networks

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!

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.

Codesearchnet ⭐ 2,054

Datasets, tools, and benchmarks for representation learning of code.

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

Deep Learning Time Series ⭐ 1,811

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

Keras Tcn ⭐ 1,749

Keras Temporal Convolutional Network.

Pytorchdocs ⭐ 1,743

PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！

Simplehtr ⭐ 1,719

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

Text_classification ⭐ 1,621

Text Classification Algorithms: A Survey

Stackgan ⭐ 1,602

Machine Learning Experiments ⭐ 1,552

🤖 Interactive Machine Learning experiments: 🏋️models training + 🎨models demo

Uis Rnn ⭐ 1,491

This is the library for the Unbounded Interleaved-State Recurrent Neural Network (UIS-RNN) algorithm, corresponding to the paper Fully Supervised Speaker Diarization.

Top Deep Learning ⭐ 1,437

Top 200 deep learning Github repositories sorted by the number of stars.

Eda_nlp ⭐ 1,405

Data augmentation for NLP, presented at EMNLP 2019

Stock Rnn ⭐ 1,339

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

End To End Negotiator ⭐ 1,279

Deal or No Deal? End-to-End Learning for Negotiation Dialogues

Word Rnn Tensorflow ⭐ 1,261

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

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

Deep Learning With Pytorch Tutorials ⭐ 1,166

深度学习与PyTorch入门实战视频教程配套源代码和PPT

Machine Learning Curriculum ⭐ 1,065

💻 Learn to make machines learn so that you don't have to struggle to program them; The ultimate list

Seq2seq Signal Prediction ⭐ 1,036

Signal forecasting with a Sequence-to-Sequence (seq2seq) Recurrent Neural Network (RNN) model in TensorFlow - Guillaume Chevalier

Textclassifier ⭐ 1,003

Text classifier for Hierarchical Attention Networks for Document Classification

Textbox ⭐ 966

TextBox 2.0 is a text generation library with pre-trained language models

Liquid_time_constant_networks ⭐ 964

Code Repository for Liquid Time-Constant Networks (LTCs)

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)

Char Rnn Tensorflow ⭐ 875

Multi-language Char RNN for TensorFlow >= 1.2.

Seq2seq Chatbot ⭐ 826

Chatbot in 200 lines of code using TensorLayer

Rnn Time Series Anomaly Detection ⭐ 769

RNN based Time-series Anomaly detector model implemented in Pytorch.

Time Series Prediction ⭐ 762

tfts: Time series deep learning models in TensorFlow

Mycroft Precise ⭐ 749

A lightweight, simple-to-use, RNN wake word listener

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.

Sketch Rnn ⭐ 729

Multilayer LSTM and Mixture Density Network for modelling path-level SVG Vector Graphics data in TensorFlow

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

Music Source Separation ⭐ 667

Deep neural networks for separating singing voice from music written in TensorFlow

Keras Attention ⭐ 656

Visualizing RNNs using the attention mechanism

Seq2seq Pytorch ⭐ 653

Sequence to Sequence Models with PyTorch

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Cs224n Learning Camp ⭐ 596

Machine Learning on Sequential Data Using a Recurrent Weighted Average

Crfasrnn_keras ⭐ 586

CRF-RNN Keras/Tensorflow version

RNN-based generative models for speech.

Wtte Rnn ⭐ 580

WTTE-RNN a framework for churn and time to event prediction

Ctcdecoder ⭐ 577

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

Tensorflow Vae Gan Draw ⭐ 569

A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).

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

Multi Class Text Classification Cnn Rnn ⭐ 554

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Text Classification Pytorch ⭐ 538

Text classification using deep learning models in Pytorch

Punctuator2 ⭐ 532

A bidirectional recurrent neural network model with attention mechanism for restoring missing punctuation in unsegmented text

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

Tensorflow Rnn Shakespeare ⭐ 516

Code from the "Tensorflow and deep learning - without a PhD, Part 2" session on Recurrent Neural Networks.

TensorFlow implementation of Independently Recurrent Neural Networks

Deep Trading Agent ⭐ 514

Deep Reinforcement Learning based Trading Agent for Bitcoin

Pixel Rnn Tensorflow ⭐ 474

Closed-form Continuous-time Neural Networks

Text Classification Models Tf ⭐ 467

Tensorflow implementations of Text Classification Models.

Neural_sp ⭐ 466

End-to-end ASR/LM implementation with PyTorch

Rnn Nlu ⭐ 454

A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

Trending Deep Learning ⭐ 449

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

Qtrader ⭐ 442

Reinforcement Learning for Portfolio Management

Attention_keras ⭐ 429

Keras Layer implementation of Attention for Sequential models

Stock Price Prediction Lstm ⭐ 425

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

Rnn Tutorial Gru Lstm ⭐ 424

Language Model GRU with Python and Theano

Tensorflow Char Rnn ⭐ 423

Char-RNN implemented using TensorFlow.

RNN for Spoken Language Understanding

Keras Text ⭐ 417

Text Classification Library in Keras

Recurrent (conditional) generative adversarial networks for generating real-valued time series data.

Instacart Basket Prediction ⭐ 413

Kaggle | Instacart Market Basket Analysis🥕🥉

RMDL: Random Multimodel Deep Learning for Classification

Stocks_rnn ⭐ 405

Stock price prediction with LSTMs in TensorFlow

Yellowfin ⭐ 402

auto-tuning momentum SGD optimizer

Tensorflow Convlstm Cell ⭐ 397

A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.

Emotion Recognition Using Speech ⭐ 392

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

Simple RNN, LSTM and Differentiable Neural Computer in pure Numpy

Sequence_gan ⭐ 377

Generative adversarial networks (GAN) applied to sequential data via recurrent neural networks (RNN).

First Steps Towards Deep Learning ⭐ 375

This is an open sourced book on deep learning.

Theano Rnn ⭐ 374

Demonstration of recurrent neural network implemented with Theano

Timeseries Clustering Vae ⭐ 366

Variational Recurrent Autoencoder for timeseries clustering in pytorch

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Predrnn Pytorch ⭐ 354

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

Related Searches

Python Django (28,897)

Python Flask (17,643)

Python Dataset (15,079)

Python Pytorch (14,667)

Python Docker (14,610)

Python Tensorflow (14,366)

Python Machine Learning (14,099)

Python Command Line (13,351)

Python Deep Learning (13,092)

Python Jupyter Notebook (12,976)

1-100 of 322 search results

Privacy | About | Terms | Follow Us On Twitter

Copyright 2018-2024 Awesome Open Source. All rights reserved.