rnn

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

UpdatedFeb 12, 2026
Python

BlinkDL /ChatRWKV

Star9.5k

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

chatbot pytorch rnn language-model rwkv chatgpt

UpdatedFeb 11, 2026
Python

MorvanZhou /PyTorch-Tutorial

Star8.4k

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

UpdatedMar 23, 2023
Jupyter Notebook

nfmcclure /tensorflow_cookbook

Star6.3k

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

UpdatedMay 23, 2024
Jupyter Notebook

timeseriesAI /tsai

Star6k

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

UpdatedJul 29, 2025
Jupyter Notebook

bentrevett /pytorch-seq2seq

Star5.7k

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

UpdatedJan 20, 2024
Jupyter Notebook

xiph /rnnoise

Star5.4k

Recurrent neural network for audio noise reduction

audio c rnn noise-reduction

UpdatedFeb 22, 2025
C

grobidOrg /grobid

Star4.7k

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

UpdatedFeb 20, 2026
Java

bentrevett /pytorch-sentiment-analysis

Star4.6k

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

UpdatedMar 27, 2024
Jupyter Notebook

MorvanZhou /Tensorflow-Tutorial

Star4.3k

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

UpdatedOct 31, 2020
Python

gaussic /text-classification-cnn-rnn

Star4.3k

CNN-RNN中文文本分类，基于TensorFlow

text-classification tensorflow cnn classification rnn chinese tensorboard

UpdatedMar 31, 2024
Python

lucasjinreal /tensorflow_poems

Star3.6k

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

UpdatedApr 7, 2024
Python

PaddlePaddle /awesome-DeepLearning

Star3.6k

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

UpdatedJul 25, 2024
Jupyter Notebook

guillaume-chevalier /LSTM-Human-Activity-Recognition

Sponsor

Star3.6k

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

UpdatedNov 6, 2022
Jupyter Notebook

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

Star3.1k

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

UpdatedOct 19, 2023

ddz16 /TSFpaper

Star3.1k

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

UpdatedJan 29, 2026

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microsoft /AI-For-Beginners

apachecn /ailearning

Mikoto10032 /DeepLearning

datawhalechina /leedl-tutorial

BlinkDL /RWKV-LM

BlinkDL /ChatRWKV

MorvanZhou /PyTorch-Tutorial

nfmcclure /tensorflow_cookbook

timeseriesAI /tsai

bentrevett /pytorch-seq2seq

xiph /rnnoise

grobidOrg /grobid

bentrevett /pytorch-sentiment-analysis

MorvanZhou /Tensorflow-Tutorial

gaussic /text-classification-cnn-rnn

lucasjinreal /tensorflow_poems

PaddlePaddle /awesome-DeepLearning

guillaume-chevalier /LSTM-Human-Activity-Recognition

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

ddz16 /TSFpaper

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