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Search results for python recurrent neural networks

recurrent-neural-networks x

1,591 search results found

Ailearning ⭐ 36,435

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 ⭐ 9,785

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 ⭐ 8,755

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

Neuraltalk ⭐ 5,172

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

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.

Tensorflow_practice ⭐ 4,063

tensorflow实战练习，包括强化学习、推荐系统、nlp等

Tensorflow Tutorial ⭐ 3,873

Tensorflow tutorial from basic to hard

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

Handwriting Synthesis ⭐ 3,760

Handwriting Synthesis with RNNs ✏️

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.

Tensorflow Tutorials ⭐ 2,108

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

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

Codesearchnet ⭐ 1,994

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

Deep Learning Time Series ⭐ 1,811

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

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.

Keras Tcn ⭐ 1,700

Keras Temporal Convolutional Network.

Text_classification ⭐ 1,621

Text Classification Algorithms: A Survey

Stackgan ⭐ 1,602

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.

Machine Learning Experiments ⭐ 1,458

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

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

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.

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 ⭐ 1,064

💻 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.

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

Time Series Prediction ⭐ 717

tfts: Time series deep learning models 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

Mycroft Precise ⭐ 628

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

Cs224n Learning Camp ⭐ 596

Machine Learning on Sequential Data Using a Recurrent Weighted Average

Ai_all_resources ⭐ 588

A curated list of Best Artificial Intelligence Resources

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 implementation of Independently Recurrent Neural Networks

Tensorflow Rnn Shakespeare ⭐ 516

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

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.

Qtrader ⭐ 419

Reinforcement Learning for Portfolio Management

RNN for Spoken Language Understanding

Keras Text ⭐ 417

Text Classification Library in Keras

Instacart Basket Prediction ⭐ 413

Kaggle | Instacart Market Basket Analysis🥕🥉

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

RMDL: Random Multimodel Deep Learning for Classification

Stocks_rnn ⭐ 405

Stock price prediction with LSTMs in TensorFlow

Yellowfin ⭐ 402

auto-tuning momentum SGD optimizer

Emotion Recognition Using Speech ⭐ 392

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

Tensorflow Convlstm Cell ⭐ 391

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

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

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