rnn

There are 28 repositories under rnn topic.

apachecn / ailearning
AiLearning：数据分析+机器学习实战+线性代数+PyTorch+NLTK+TF2
fp-growth apriori mahchine-leaning naivebayes svm adaboost kmeans svd pca logistic regression recommendedsystem sklearn scikit-learn nlp deeplearning python dnn lstm rnn
Language:Python 38220
AI-For-Beginners
microsoft / AI-For-Beginners
12 Weeks, 24 Lessons, AI for All!
ai artificial-intelligence cnn computer-vision deep-learning gan machine-learning nlp rnn
Language:Jupyter Notebook 31643
Mikoto10032 / DeepLearning
深度学习入门教程, 优秀文章, Deep Learning Tutorial
deeplearning cnn rnn gan machine-learning tensorflow mxnet deep-learning machinelearning pytorch gcn kaggle
Language:Jupyter Notebook 13136
BlinkDL / RWKV-LM
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.
attention-mechanism deep-learning gpt gpt-2 gpt-3 language-model linear-attention lstm pytorch rnn transformer transformers rwkv chatgpt
Language:Python 11747
datawhalechina / leedl-tutorial
《李宏毅深度学习教程》（李宏毅老师推荐👍），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
machine-learning deep-learning leedl-tutorial cnn reinforcement-learning transformer rnn gan pruning self-attention chatgpt tutorial network-compression diffusion transfer-learning bert
Language:Jupyter Notebook 9892
BlinkDL / ChatRWKV
ChatRWKV is like ChatGPT but powered by RWKV (100% RNN) language model, and open source.
chatbot chatgpt language-model pytorch rnn rwkv
Language:Python 9304
MorvanZhou / PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
neural-network python pytorch-tutorial batch-normalization cnn rnn autoencoder pytorch regression classification batch tutorial dropout dqn reinforcement-learning gan generative-adversarial-network machine-learning pytorch-tutorials
Language:Jupyter Notebook 7998
nfmcclure / tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
tensorflow tensorflow-cookbook linear-regression neural-network tensorflow-algorithms rnn cnn svm nlp packtpub machine-learning tensorboard classification regression kmeans-clustering genetic-algorithm ode
Language:Jupyter Notebook 6167
bentrevett / pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
pytorch seq2seq sequence-to-sequence tutorial rnn gru lstm torchtext pytorch-tutorial pytorch-implmention encoder-decoder encoder-decoder-model neural-machine-translation pytorch-seq2seq attention transformer cnn-seq2seq pytorch-implementation pytorch-tutorials pytorch-nlp
Language:Jupyter Notebook 5178
timeseriesAI / tsai
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
time-series-classification deep-learning fastai pytorch timeseries time-series sequential time-series-analysis transformer cnn rnn state-of-the-art self-supervised classification regression forecasting inceptiontime rocket machine-learning python
Language:Jupyter Notebook 4746
MorvanZhou / Tensorflow-Tutorial
Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学
tensorflow tensorflow-tutorials gan generative-adversarial-network rnn cnn classification regression autoencoder deep-q-network dqn machine-learning tutorial dropout neural-network
Language:Python 4323
bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
pytorch sentiment-analysis tutorial rnn lstm fasttext torchtext sentiment-classification cnn cnn-text-classification lstm-sentiment-analysis pytorch-tutorial pytorch-tutorials pytorch-nlp nlp natural-language-processing recurrent-neural-networks word-embeddings transformers bert
Language:Jupyter Notebook 4251
gaussic / text-classification-cnn-rnn
CNN-RNN中文文本分类，基于TensorFlow
tensorflow cnn text-classification chinese classification rnn tensorboard
Language:Python 4082
xiph / rnnoise
Recurrent neural network for audio noise reduction
rnn noise-reduction audio c
Language:C 3727
lucasjinreal / tensorflow_poems
中文古诗自动作诗机器人，x炸天，基于tensorflow1.10 api，正在积极维护升级中，快star，保持更新！
tensorflow poetry lstm rnn
Language:Python 3621
guillaume-chevalier / LSTM-Human-Activity-Recognition
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
machine-learning deep-learning lstm human-activity-recognition neural-network rnn recurrent-neural-networks tensorflow activity-recognition
Language:Jupyter Notebook 3287
kermitt2 / grobid
A machine learning software for extracting information from scholarly documents
bibliographical-references crf deep-learning fulltext hamburger-to-cow machine-learning metadata pdf rnn scientific-articles transformers
Language:Java 3115
DSKSD / DeepNLP-models-Pytorch
Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)
pytorch nlp deep-nlp-models stanford-univ rnn neural-network deep-learning cs-224n natural-language-processing
Language:Jupyter Notebook 2947
zzw922cn / awesome-speech-recognition-speech-synthesis-papers
Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)
automatic-speech-recognition papers roadmap rnn cnn dnn attention-mechanism seq2seq acoustic-model timit-dataset tts language-model speaker-verification speech-recognition speech-synthesis neural-network recognition-synthesis diffusion-models singing-voice-synthesis voice-conversion
2881
jisungk / deepjazz
Deep learning driven jazz generation using Keras & Theano!
deep-learning machine-learning music jazz keras theano neural-networks rnn lstm
Language:Python 2865
PaddlePaddle / awesome-DeepLearning
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
bert classification cnn detection dqn dssm dynabert gan nlp pose recommender-system reinforcement-learning rnn sarsa segmentation tinybert transformer video
Language:Jupyter Notebook 2851
zzw922cn / Automatic_Speech_Recognition
End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow
automatic-speech-recognition tensorflow timit-dataset feature-vector phonemes data-preprocessing rnn audio deep-learning lstm end-to-end cnn rnn-encoder-decoder evaluation paper speech-recognition layer-normalization chinese-speech-recognition
Language:Python 2838
pytorch-kaldi
mravanelli / pytorch-kaldi
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.
speech-recognition gru dnn kaldi rnn-model pytorch timit deep-learning deep-neural-networks recurrent-neural-networks multilayer-perceptron-network lstm lstm-neural-networks speech asr rnn dnn-hmm
Language:Python 2351
golbin / TensorFlow-Tutorials
텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다
neural-network tensorflow mnist autoencoder rnn deep-learning tutorial chatbot seq2seq dqn word2vec cnn gan inception
Language:Python 2127
github / CodeSearchNet
Datasets, tools, and benchmarks for representation learning of code.
bert cnn data data-science datasets deep-learning machine-learning machine-learning-on-source-code ml natural-language-processing neural-networks nlp nlp-machine-learning open-data programming-language-theory python representation-learning rnn self-attention tensorflow
Language:Jupyter Notebook 2119
Arturus / kaggle-web-traffic
1st place solution
cocob cudnn kaggle kaggle-web-traffic rnn rnn-encoder-decoder seq2seq tensorflow time-series timeseries
Language:Jupyter Notebook 1806
jasonwei20 / eda_nlp
Data augmentation for NLP, presented at EMNLP 2019
nlp data-augmentation text-classification synonyms embeddings sentence classification rnn cnn swap position
Language:Python 1552
ddz16 / TSFpaper
This repository contains a reading list of papers on Time Series Forecasting/Prediction (TSF) and Spatio-Temporal Forecasting/Prediction (STF). These papers are mainly categorized according to the type of model.
deep-learning time-series time-series-analysis time-series-forecasting time-series-prediction deep-neural-networks paper-lists rnn tcn time-series-models transformer spatial-temporal-forecasting spatio-temporal spatio-temporal-data spatio-temporal-prediction
1439
nlp_overview
omarsar / nlp_overview
Overview of Modern Deep Learning Techniques Applied to Natural Language Processing
cnn deep-learning nlp reinforcement-learning rnn word-embeddings
Language:CSS 1322
hunkim / word-rnn-tensorflow
Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.
rnn tensorflow rnn-tensorflow lstm python
Language:Python 1306
scorpionhiccup / StockPricePrediction
Stock Price Prediction using Machine Learning Techniques
machine-learning supervised-learning stock-price-forecasting forecasting rnn lstm lstm-neural-networks video concept-video analysis
Language:Jupyter Notebook 1225
chickenbestlover / RNN-Time-series-Anomaly-Detection
RNN based Time-series Anomaly detector model implemented in Pytorch.
anomaly-detection forecast neural-network prediction rnn time-series
Language:Python 1156
tgjeon / TensorFlow-Tutorials-for-Time-Series
TensorFlow Tutorial for Time Series Prediction
tensorflow-tutorials series-prediction rnn
Language:Jupyter Notebook 1104
LinXueyuanStdio / LaTeX_OCR_PRO
:art: 数学公式识别增强版：中英文手写印刷公式、支持初级符号推导（数据结构基于 LaTeX 抽象语法树）Math Formula OCR Pro, supports handwrite, Chinese-mixed formulas and simple symbol reasoning (based on LaTeX AST).
cnn deep-learning latex lstm ocr rnn seq2seq
Language:Jupyter Notebook 1004
khundman / telemanom
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.
deep-learning lstm time-series keras tensorflow kdd2018 kdd rnn anomaly-detection
Language:Jupyter Notebook 983
adeshpande3 / LSTM-Sentiment-Analysis
Sentiment Analysis with LSTMs in Tensorflow
lstm rnn sentiment-analysis tensorflow
Language:Jupyter Notebook 977

rnn

apachecn / ailearning

microsoft / AI-For-Beginners

Mikoto10032 / DeepLearning

BlinkDL / RWKV-LM

datawhalechina / leedl-tutorial

BlinkDL / ChatRWKV

MorvanZhou / PyTorch-Tutorial

nfmcclure / tensorflow_cookbook

bentrevett / pytorch-seq2seq

timeseriesAI / tsai

MorvanZhou / Tensorflow-Tutorial

bentrevett / pytorch-sentiment-analysis

gaussic / text-classification-cnn-rnn

xiph / rnnoise

lucasjinreal / tensorflow_poems

guillaume-chevalier / LSTM-Human-Activity-Recognition

kermitt2 / grobid

DSKSD / DeepNLP-models-Pytorch

zzw922cn / awesome-speech-recognition-speech-synthesis-papers

jisungk / deepjazz

PaddlePaddle / awesome-DeepLearning

zzw922cn / Automatic_Speech_Recognition

mravanelli / pytorch-kaldi

golbin / TensorFlow-Tutorials

github / CodeSearchNet

Arturus / kaggle-web-traffic

jasonwei20 / eda_nlp

ddz16 / TSFpaper

omarsar / nlp_overview

hunkim / word-rnn-tensorflow

scorpionhiccup / StockPricePrediction

chickenbestlover / RNN-Time-series-Anomaly-Detection

tgjeon / TensorFlow-Tutorials-for-Time-Series

LinXueyuanStdio / LaTeX_OCR_PRO

khundman / telemanom

adeshpande3 / LSTM-Sentiment-Analysis