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2,118 search results found

Chinese Poetry ⭐ 45,313

The most comprehensive database of Chinese poetry 🧶最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

Ailearning ⭐ 37,934

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

Ai For Beginners ⭐ 30,191

12 Weeks, 24 Lessons, AI for All!

Pytorch Tutorial ⭐ 27,137

PyTorch Tutorial for Deep Learning Researchers

Awesome Deep Learning ⭐ 22,700

A curated list of awesome Deep Learning tutorials, projects and communities.

Brain.js ⭐ 14,144

🤖 GPU accelerated Neural networks in JavaScript for Browsers and Node.js

Char Rnn ⭐ 11,227

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

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.

Leedl Tutorial ⭐ 8,682

《李宏毅深度学习教程》，PDF下载地址：https://github.com/datawhalech

Deeplearning ⭐ 7,463

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

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

Tensorflow_cookbook ⭐ 6,085

Code for Tensorflow Machine Learning Cookbook

Awesome Rnn ⭐ 5,856

Recurrent Neural Network - A curated list of resources dedicated to RNN

Tensorflow 2.x Tutorials ⭐ 5,496

TensorFlow 2.x version's Tutorials and Examples, including CNN, RNN, GAN, Auto-Encoders, FasterRCNN, GPT, BERT examples, etc. TF 2.0版入门实例代码，实战教程。

Neuraltalk ⭐ 5,172

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

Pytorch Seq2seq ⭐ 5,024

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

Deep Learning V2 Pytorch ⭐ 4,973

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanod

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.

Practical Pytorch ⭐ 4,272

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

Stanford Cs 230 Deep Learning ⭐ 4,248

VIP cheatsheets for Stanford's CS 230 Deep Learning

Pytorch Sentiment Analysis ⭐ 4,133

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

Handwriting Synthesis ⭐ 3,975

Handwriting Synthesis with RNNs ✏️

Tensorflow Tutorial ⭐ 3,873

Tensorflow tutorial from basic to hard

Rnnoise ⭐ 3,329

Recurrent neural network for audio noise reduction

Zhihu ⭐ 3,228

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

Ml Notes ⭐ 3,198

notes about machine learning

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！

Lstm Human Activity Recognition ⭐ 3,074

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

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

Awesome Speech Recognition Speech Synthesis Papers ⭐ 2,848

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

Darts ⭐ 2,775

Differentiable architecture search for convolutional and recurrent networks

Grobid ⭐ 2,749

A machine learning software for extracting information from scholarly documents

Automatic_speech_recognition ⭐ 2,743

End-to-end Automatic Speech Recognition for Madarian and English in Tensorflow

Awesome Deeplearning ⭐ 2,670

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

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!

Coursera Deep Learning Specialization ⭐ 2,459

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Networks; (v) Sequence Models

Tensorflow 101 ⭐ 2,450

TensorFlow Tutorials

Simplified Deeplearning ⭐ 2,380

Simplified implementations of deep learning related works

Deepnlp Models Pytorch ⭐ 2,372

Pytorch implementations of various Deep NLP models in cs-224n(Stanford Univ)

Torch Rnn ⭐ 2,274

Efficient, reusable RNNs and LSTMs for torch

Tensorflow Without A Phd ⭐ 2,220

A crash course in six episodes for software developers who want to become machine learning practitioners.

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 Onnx ⭐ 2,133

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

Tensorflow Tutorials ⭐ 2,123

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Codesearchnet ⭐ 2,054

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

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

Tensorflow Tutorial ⭐ 1,983

Practical tutorials and labs for TensorFlow used by Nvidia, FFN, CNN, RNN, Kaggle, AE

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.

Spago ⭐ 1,691

Self-contained Machine Learning and Natural Language Processing library in Go

Text_classification ⭐ 1,621

Text Classification Algorithms: A Survey

Deeplearningframeworks ⭐ 1,609

Demo of running NNs across different frameworks

Stackgan ⭐ 1,602

Awesome Ocr ⭐ 1,600

A curated list of promising OCR resources

Machine Learning Experiments ⭐ 1,552

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

Dl_tutorials ⭐ 1,522

Deep learning tutorials (2nd ed.)

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

Kaggle Web Traffic ⭐ 1,402

1st place solution

Stock Rnn ⭐ 1,339

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

Crfasrnn ⭐ 1,310

This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/

Magenta Demos ⭐ 1,287

Demonstrations of Magenta Models

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.

Darknet ⭐ 1,241

darknet深度学习框架源码分析：详细中文注释，涵盖框架原理与实现语法分析

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

Stockpriceprediction ⭐ 1,132

Stock Price Prediction using Machine Learning Techniques

Tsfpaper ⭐ 1,066

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.

Machine Learning Curriculum ⭐ 1,065

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

Lstmvis ⭐ 1,046

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

Tensorflow Tutorials For Time Series ⭐ 1,039

TensorFlow Tutorial for Time Series Prediction

Seq2seq Signal Prediction ⭐ 1,036

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

Tech_aarticle ⭐ 1,028

主要是我是日常看过的不错的文章的资源汇总，方便自己也分享给大家。有些我看过的，就会做简单的解读，没看

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)

Nlp_overview ⭐ 958

Overview of Modern Deep Learning Techniques Applied to Natural Language Processing

Char Rnn Tensorflow ⭐ 875

Multi-language Char RNN for TensorFlow >= 1.2.

Rnn Tutorial Rnnlm ⭐ 874

Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano

Recurrentjs ⭐ 864

Deep Recurrent Neural Networks and LSTMs in Javascript. More generally also arbitrary expression graphs with automatic differentiation.

Lstm Sentiment Analysis ⭐ 844

Sentiment Analysis with LSTMs in Tensorflow

Seq2seq Chatbot ⭐ 826

Chatbot in 200 lines of code using TensorLayer

Bolt is a deep learning library with high performance and heterogeneous flexibility.

Telemanom ⭐ 793

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.

Rnn Time Series Anomaly Detection ⭐ 769

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

A higher-level Neural Network library for microcontrollers.

Time Series Prediction ⭐ 762

tfts: Time series deep learning models in TensorFlow

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

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