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rnn

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Here are 4,594 public repositories matching this topic...

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All 4,594 Jupyter Notebook 2,469 Python 1,566 HTML 147 JavaScript 40 C++ 35 C 20 MATLAB 19 Java 16 TypeScript 14 TeX 12
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AI-For-Beginners

microsoft / AI-For-Beginners

Star 70.7k

12 Weeks, 24 Lessons, AI for All!

nlp machine-learning ai computer-vision deep-learning cnn artificial-intelligence gan rnn microsoft-for-beginners
  • Updated Nov 4, 2026
  • Jupyter Notebook

apachecn / ailearning

Star 42.6k

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

python nlp svm scikit-learn sklearn regression logistic dnn lstm pca rnn deeplearning kmeans adaboost apriori fp-growth svd naivebayes mahchine-leaning recommendedsystem
  • Updated Nov 12, 2024
  • Python

Mikoto10032 / DeepLearning

Star 17.9k

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

machine-learning deep-learning mxnet tensorflow cnn pytorch kaggle gan rnn machinelearning deeplearning gcn
  • Updated Apr 21, 2022
  • Jupyter Notebook

datawhalechina / leedl-tutorial

Star 16.9k

《李宏毅深度学习教程》(李宏毅老师推荐👍,苹果书🍎),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases

machine-learning tutorial reinforcement-learning deep-learning cnn transformer gan rnn pruning transfer-learning bert diffusion self-attention network-compression chatgpt leedl-tutorial
  • Updated Oct 23, 2026
  • Jupyter Notebook

BlinkDL / RWKV-LM

Star 14.8k

RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable). We are at RWKV-7 "Goose". So it's combining the best of RNN and transformer - great performance, linear time, constant space (no kv-cache), fast training, infinite ctx_len, and free sentence embedding.

deep-learning transformers pytorch transformer lstm rnn gpt language-model attention-mechanism gpt-2 gpt-3 linear-attention rwkv chatgpt
  • Updated Nov 4, 2026
  • Python

BlinkDL / ChatRWKV

Star 9.5k

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

chatbot pytorch rnn language-model rwkv chatgpt
  • Updated Jul 19, 2026
  • Python

MorvanZhou / PyTorch-Tutorial

Star 8.5k

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

python machine-learning tutorial reinforcement-learning neural-network regression cnn pytorch batch dropout generative-adversarial-network gan batch-normalization dqn classification rnn autoencoder pytorch-tutorial pytorch-tutorials
  • Updated Mar 23, 2023
  • Jupyter Notebook

nfmcclure / tensorflow_cookbook

Star 6.2k

Code for Tensorflow Machine Learning Cookbook

nlp machine-learning neural-network tensorflow svm genetic-algorithm linear-regression regression cnn ode classification rnn tensorboard packtpub tensorflow-cookbook tensorflow-algorithms kmeans-clustering
  • Updated May 23, 2024
  • Jupyter Notebook

timeseriesAI / tsai

Star 6.1k

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

python machine-learning timeseries deep-learning time-series regression cnn pytorch rocket transformer forecasting classification rnn sequential fastai time-series-analysis time-series-classification self-supervised state-of-the-art inceptiontime
  • Updated Jul 23, 2026
  • Jupyter Notebook

xiph / rnnoise

Star 6k

Recurrent neural network for audio noise reduction

audio c rnn noise-reduction
  • Updated Feb 22, 2025
  • C

bentrevett / pytorch-seq2seq

Star 5.7k

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

tutorial pytorch transformer lstm gru rnn seq2seq attention neural-machine-translation sequence-to-sequence encoder-decoder pytorch-tutorial pytorch-tutorials encoder-decoder-model pytorch-implmention pytorch-nlp torchtext pytorch-implementation pytorch-seq2seq cnn-seq2seq
  • Updated Jan 20, 2024
  • Jupyter Notebook

grobidOrg / grobid

Star 5.2k

A machine learning software for extracting information from scholarly documents

metadata pdf machine-learning deep-learning crf transformers rnn fulltext scientific-articles bibliographical-references hamburger-to-cow
  • Updated Nov 12, 2026
  • Java

bentrevett / pytorch-sentiment-analysis

Star 4.6k

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

nlp natural-language-processing tutorial sentiment-analysis word-embeddings transformers cnn pytorch recurrent-neural-networks lstm rnn fasttext bert sentiment-classification pytorch-tutorial pytorch-tutorials cnn-text-classification lstm-sentiment-analysis pytorch-nlp torchtext
  • Updated Mar 27, 2024
  • Jupyter Notebook

MorvanZhou / Tensorflow-Tutorial

Star 4.3k

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

machine-learning tutorial neural-network tensorflow regression cnn dropout generative-adversarial-network gan dqn classification rnn autoencoder tensorflow-tutorials deep-q-network
  • Updated Oct 31, 2020
  • Python

gaussic / text-classification-cnn-rnn

Star 4.3k

CNN-RNN中文文本分类,基于TensorFlow

text-classification tensorflow cnn classification rnn chinese tensorboard
  • Updated Mar 31, 2024
  • Python

PaddlePaddle / awesome-DeepLearning

Star 3.7k

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

nlp video reinforcement-learning detection cnn transformer gan dqn classification rnn sarsa segmentation recommender-system bert pose dssm tinybert dynabert
  • Updated Jul 25, 2024
  • Jupyter Notebook

lucasjinreal / tensorflow_poems

Star 3.6k

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
  • Updated Apr 7, 2024
  • Python

guillaume-chevalier / LSTM-Human-Activity-Recognition

Sponsor
Star 3.5k

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 neural-network tensorflow activity-recognition recurrent-neural-networks lstm rnn human-activity-recognition
  • Updated Nov 6, 2022
  • Jupyter Notebook

ddz16 / TSFpaper

Star 3.2k

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-neural-networks deep-learning time-series transformer rnn spatio-temporal time-series-analysis spatio-temporal-data tcn time-series-prediction spatio-temporal-prediction time-series-forecasting time-series-models spatial-temporal-forecasting paper-lists
  • Updated Aug 14, 2026

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

Star 3.1k

Automatic Speech Recognition (ASR), Speaker Verification, Speech Synthesis, Text-to-Speech (TTS), Language Modelling, Singing Voice Synthesis (SVS), Voice Conversion (VC)

roadmap neural-network cnn dnn tts speech-synthesis speech-recognition rnn seq2seq automatic-speech-recognition papers language-model attention-mechanism speaker-verification voice-conversion timit-dataset acoustic-model diffusion-models singing-voice-synthesis recognition-synthesis
  • Updated Oct 19, 2023

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