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116 search results found

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_cookbook ⭐ 6,085

Code for Tensorflow Machine Learning Cookbook

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。

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

Practical Pytorch ⭐ 4,272

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

Pytorch Sentiment Analysis ⭐ 4,133

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

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.

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

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

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)

Tensorflow Without A Phd ⭐ 2,220

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

Tensorflow Onnx ⭐ 2,133

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

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

Deeplearningframeworks ⭐ 1,609

Demo of running NNs across different frameworks

Machine Learning Experiments ⭐ 1,552

🤖 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.

Kaggle Web Traffic ⭐ 1,402

1st place solution

Magenta Demos ⭐ 1,287

Demonstrations of Magenta Models

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

Stockpriceprediction ⭐ 1,132

Stock Price Prediction using Machine Learning Techniques

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

Rnn Tutorial Rnnlm ⭐ 874

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

Lstm Sentiment Analysis ⭐ 844

Sentiment Analysis with LSTMs in Tensorflow

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.

Course Content Dl ⭐ 679

NMA deep learning course

Polyrnn Pp ⭐ 674

Inference Code for Polygon-RNN++ (CVPR 2018)

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

Deep Learning From Scratch ⭐ 590

《深度学习入门-基于Python的理论与实现》，包含源代码和高清PDF(带书签)；慕课网imooc《

Latex_ocr_pro ⭐ 552

🎨 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).

Standalone Deeplearning ⭐ 535

2019 KAIST 딥러닝 홀로서기 세미나용 저장소입니다.

Tf Tutorials ⭐ 526

A collection of deep learning tutorials using Tensorflow and Python

Dynamic Tensorflow Tutorial ⭐ 515

Tensorflow tutorial of building different dynamic recurrent neural network

Headlines ⭐ 506

Automatically generate headlines to short articles

Tensorflow Eager Tutorials ⭐ 502

Simple tutorials for building neural networks with TensorFlow Eager mode.

Video Classification ⭐ 498

Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101

Practical Examples for RNNs in Tensorflow

Trending Deep Learning ⭐ 449

Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.

Oreilly Learning Tensorflow ⭐ 386

Stock Prediction Deep Neural Learning ⭐ 385

Predicting stock prices using a TensorFlow LSTM (long short-term memory) neural network for times series forecasting

Baiduyun_deeplearning_competition ⭐ 363

百度云魅族深度学习应用大赛

Deep_learning_nlp ⭐ 359

Keras, PyTorch, and NumPy Implementations of Deep Learning Architectures for NLP

Easy Deep Learning With Keras ⭐ 336

Keras tutorial for beginners (using TF backend)

Chinese Chatbot ⭐ 318

中文聊天机器人，基于10万组对白训练而成，采用注意力机制，对一般问题都会生成一个有意义的答复。已上传

Thesemicolon ⭐ 312

This repository contains Ipython notebooks and datasets for the data analytics youtube tutorials on The Semicolon.

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Sars_tutorial ⭐ 308

Repository for the tutorial on Sequence-Aware Recommender Systems held at TheWebConf 2019 and ACM RecSys 2018

Fast Pytorch ⭐ 299

Pytorch Tutorial, Pytorch with Google Colab, Pytorch Implementations: CNN, RNN, DCGAN, Transfer Learning, Chatbot, Pytorch Sample Codes

Deeplearning.ai Assignments ⭐ 286

Rnn For Joint Nlu ⭐ 275

Tensorflow implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

Deep Learning Specialization Coursera ⭐ 266

This repo contains the updated version of all the assignments/labs (done by me) of Deep Learning Specialization on Coursera by Andrew Ng. It includes building various deep learning models from scratch and implementing them for object detection, facial recognition, autonomous driving, neural machine translation, trigger word detection, etc.

Natural Language Processing With Tensorflow ⭐ 264

Natural Language Processing with TensorFlow, published by Packt

Load_forecasting ⭐ 260

Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models

Computation Thru Dynamics ⭐ 253

Understanding computation in artificial and biological recurrent networks through the lens of dynamical systems.

Coursera Deep Learning Deeplearning.ai ⭐ 247

（完结）网易云课堂微专业《深度学习工程师》听课笔记，编程作业和课后练习

Tensorflow Ml Nlp Tf2 ⭐ 245

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

Hands On Deep Learning Algorithms With Python ⭐ 241

Master Deep Learning Algorithms with Extensive Math by Implementing them using TensorFlow

知乎看山杯第二名解决方案

Pytorch Exercise ⭐ 239

Practical Exercise Codes for PyTorch

📃 **Unofficial** PyTorch Implementation of DA-RNN (arXiv:1704.02971)

Tensorflow2.0 Examples ⭐ 219

Jupyter notebooks to help you started with tensorflow 2.0

Deep Learning With Python ⭐ 197

Deep learning codes and projects using Python

在人工智能、机器视觉、高精度导航定位和多传感器融合等技术的助推下，众多行业迎来了前所未有的发展机遇，

Doc Han Att ⭐ 193

Hierarchical Attention Networks for Chinese Sentiment Classification

Lstm_anomaly_thesis ⭐ 191

Anomaly detection for temporal data using LSTMs

Hey Jetson ⭐ 189

Deep Learning based Automatic Speech Recognition with attention for the Nvidia Jetson.

Nn_compression ⭐ 189

Dianjing ⭐ 186

点睛 - 头条号文章标题生成工具（Dianjing, AI to write Title for Articles）

Stylenet ⭐ 183

A cute multi-layer LSTM that can perform like a human 🎶

Rnn For Human Activity Recognition Using 2d Pose Input ⭐ 182

Activity Recognition from 2D pose using an LSTM RNN

Keraspp ⭐ 178

코딩셰프의 3분 딥러닝, 케라스맛

Rnn Active User Forecast ⭐ 174

1st place solution for the Kuaishou Active-user Forecast competition

Rnn For Joint Nlu ⭐ 165

Pytorch implementation of "Attention-Based Recurrent Neural Network Models for Joint Intent Detection and Slot Filling" (https://arxiv.org/abs/1609.01454)

Tensorflow2 Docs Zh ⭐ 164

TF2.0 / TensorFlow 2.0 / TensorFlow2.0 官方文档中文版

Poetry Seq2seq ⭐ 154

Chinese Poetry Generation

Recurrent Spatial Transformer Code ⭐ 152

Code for Recurrent Spatial Transformer Networks

Semi-Supervised Video Object Segmentation (VOS) with Tensorflow. Includes implementation of *MaskRNN: Instance Level Video Object Segmentation (NIPS 2017)* as part of the NIPS Paper Implementation Challenge.

Tensorflow Multi Dimensional Lstm ⭐ 149

Multi dimensional LSTM as described in Alex Graves' Paper https://arxiv.org/pdf/0705.2011.pdf

Keras Seq 2 Seq Signal Prediction ⭐ 148

An implementation of a sequence to sequence neural network using an encoder-decoder

Pytorch ⭐ 145

Deep Learning Zero to All - Pytorch

Rnn_lstm_from_scratch ⭐ 142

How to build RNNs and LSTMs from scratch with NumPy.

Image Caption Generator ⭐ 136

[DEPRECATED] A Neural Network based generative model for captioning images using Tensorflow

Poems_generator_keras ⭐ 136

唐诗，藏头诗，按需自动生成古诗，基于Keras、LSTM-RNN。文档齐全。

Nlp De Cero A Cien ⭐ 135

Curso práctico: NLP de cero a cien 🤗

3 Min Pytorch ⭐ 135

<펭귄브로의 3분 딥러닝, 파이토치맛> 예제 코드

Crypto Rnn ⭐ 133

Learning the Enigma with Recurrent Neural Networks

Deeplearning ⭐ 128

Deep Learning introduction and its application in various fields

Timeshap ⭐ 127

TimeSHAP explains Recurrent Neural Network predictions.

Reverse Engineering Neural Networks ⭐ 120

A collection of tools for reverse engineering neural networks.

Tensorflow_shiny ⭐ 118

A R/Shiny app for interactive RNN tensorflow models

Sketch_rnn_keras ⭐ 118

Keras implementation of Sketch RNN

Gan Rnn_timeseries Imputation ⭐ 118

Recurrent GAN for imputation of time series data. Implemented in TensorFlow 2 on Wikipedia Web Traffic Forecast dataset from Kaggle.

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