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706 search results found

Deeplearning ⭐ 7,463

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

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。

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.

Tensorflow Tutorial ⭐ 3,873

Tensorflow tutorial from basic to hard

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.

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 ⭐ 2,844

Simple and comprehensive tutorials in TensorFlow

Automatic_speech_recognition ⭐ 2,743

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

Handwriting Synthesis ⭐ 2,629

Handwriting Synthesis with RNNs ✏️

Char Rnn Tensorflow ⭐ 2,622

Multi-layer Recurrent Neural Networks (LSTM, RNN) for character-level language models in Python using Tensorflow

Tensorflow 101 ⭐ 2,450

TensorFlow Tutorials

Tensorflow Without A Phd ⭐ 2,220

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

Tensorflow Tutorials ⭐ 2,108

텐서플로우를 기초부터 응용까지 단계별로 연습할 수 있는 소스 코드를 제공합니다

Tensorflow Tutorial ⭐ 1,983

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

Tensorflow Onnx ⭐ 1,921

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

Codesearchnet ⭐ 1,887

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

Deep Learning Time Series ⭐ 1,811

List of papers, code and experiments using deep learning for time series forecasting

Simplehtr ⭐ 1,633

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

Deeplearningframeworks ⭐ 1,609

Demo of running NNs across different frameworks

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

Machine Learning Experiments ⭐ 1,325

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

Word Rnn Tensorflow ⭐ 1,261

Multi-layer Recurrent Neural Networks (LSTM, RNN) for word-level language models in Python using TensorFlow.

Machine Learning Curriculum ⭐ 1,048

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

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

Char Rnn Tensorflow ⭐ 875

Multi-language Char RNN for TensorFlow >= 1.2.

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.

Tensorflow Tutorial ⭐ 751

TensorFlow and Deep Learning Tutorials

Tf Rnn Attention ⭐ 703

Tensorflow implementation of attention mechanism for text classification tasks.

Polyrnn Pp ⭐ 674

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

The official repository of the Eesen project

Time Series Prediction ⭐ 666

Time series deep learning models in TensorFlow-TFTS

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

Cs224n Learning Camp ⭐ 596

Crfasrnn_keras ⭐ 586

CRF-RNN Keras/Tensorflow version

Wtte Rnn ⭐ 580

WTTE-RNN a framework for churn and time to event prediction

Tensorflow Vae Gan Draw ⭐ 569

A collection of generative methods implemented with TensorFlow (Deep Convolutional Generative Adversarial Networks (DCGAN), Variational Autoencoder (VAE) and DRAW: A Recurrent Neural Network For Image Generation).

A Deep Learning library for EEG Tasks (Signals) Classification, based on TensorFlow.

Multi Class Text Classification Cnn Rnn ⭐ 554

Classify Kaggle San Francisco Crime Description into 39 classes. Build the model with CNN, RNN (GRU and LSTM) and Word Embeddings on Tensorflow.

Ner Lstm ⭐ 528

Named Entity Recognition using multilayered bidirectional LSTM

Tf Tutorials ⭐ 526

A collection of deep learning tutorials using Tensorflow and Python

Tensorflow Rnn Shakespeare ⭐ 516

Code from the "Tensorflow and deep learning - without a PhD, Part 2" session on Recurrent Neural Networks.

TensorFlow implementation of Independently Recurrent Neural Networks

Dynamic Tensorflow Tutorial ⭐ 515

Tensorflow tutorial of building different dynamic recurrent neural network

Tensorflow Eager Tutorials ⭐ 502

Simple tutorials for building neural networks with TensorFlow Eager mode.

Practical Examples for RNNs in Tensorflow

Pixel Rnn Tensorflow ⭐ 474

Closed-form Continuous-time Neural Networks

Ai_all_resources ⭐ 467

A curated list of Best Artificial Intelligence Resources

Text Classification Models Tf ⭐ 467

Tensorflow implementations of Text Classification Models.

Rnn Nlu ⭐ 454

A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling

Trending Deep Learning ⭐ 449

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

Attention_keras ⭐ 429

Keras Layer implementation of Attention for Sequential models

Tensorflow Char Rnn ⭐ 423

Char-RNN implemented using TensorFlow.

Rnn From Scratch ⭐ 418

Implementing Recurrent Neural Network from Scratch

Keras Text ⭐ 417

Text Classification Library in Keras

RMDL: Random Multimodel Deep Learning for Classification

Stocks_rnn ⭐ 405

Stock price prediction with LSTMs in TensorFlow

Tensorflow Convlstm Cell ⭐ 391

A ConvLSTM cell with layer normalization and peepholes for TensorFlow's RNN API.

Oreilly Learning Tensorflow ⭐ 386

Neural Symbolic Machines ⭐ 346

Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.

Returnn ⭐ 337

The RWTH extensible training framework for universal recurrent neural networks

A Tensorflow Implementation of R-net: Machine reading comprehension with self matching networks

Handwritingrecognitionsystem ⭐ 315

Handwriting Recognition System based on a deep Convolutional Recurrent Neural Network architecture

Neural Architecture Search ⭐ 312

Basic implementation of [Neural Architecture Search with Reinforcement Learning](https://arxiv.org/abs/1611.01578).

Text_summurization_abstractive_methods ⭐ 310

Multiple implementations for abstractive text summurization , using google colab

Code of Directional Self-Attention Network (DiSAN)

Attention Mechanisms ⭐ 294

Implementations for a family of attention mechanisms, suitable for all kinds of natural language processing tasks and compatible with TensorFlow 2.0 and Keras.

Har Stacked Residual Bidir Lstms ⭐ 283

Using deep stacked residual bidirectional LSTM cells (RNN) with TensorFlow, we do Human Activity Recognition (HAR). Classifying the type of movement amongst 6 categories or 18 categories on 2 different datasets.

Haste: a fast, simple, and open RNN library

Recurrent Entity Networks ⭐ 280

TensorFlow implementation of "Tracking the World State with Recurrent Entity Networks".

Handson Ml ⭐ 277

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

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)

Mydeeplearning ⭐ 268

A deep learning library to provide algs in pure Numpy or Tensorflow.

Natural Language Processing With Tensorflow ⭐ 264

Natural Language Processing with TensorFlow, published by Packt

Tensorflow Ml Nlp Tf2 ⭐ 245

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

Musicgenerator ⭐ 245

Experiment diverse Deep learning models for music generation with TensorFlow

Im2latex Tensorflow ⭐ 244

Tensorflow implementation of the HarvardNLP paper - What You Get Is What You See: A Visual Markup Decompiler (https://arxiv.org/pdf/1609.04938v1.pdf)

Mead Baseline ⭐ 244

Deep-Learning Model Exploration and Development for NLP

Nested LSTM Cell

Hands On Deep Learning Algorithms With Python ⭐ 241

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

Caption_generator ⭐ 233

A modular library built on top of Keras and TensorFlow to generate a caption in natural language for any input image.

Variational Recurrent Autoencoder Tensorflow ⭐ 226

A tensorflow implementation of "Generating Sentences from a Continuous Space"

Time Series Machine Learning ⭐ 220

Machine learning models for time series analysis

Tensorflow2.0 Examples ⭐ 219

Jupyter notebooks to help you started with tensorflow 2.0

Worldmodels ⭐ 217

World Models with TensorFlow 2

HDLTex: Hierarchical Deep Learning for Text Classification

Awesome Tensorlayer ⭐ 212

A curated list of dedicated resources and applications

Chameleon_recsys ⭐ 202

Source code of CHAMELEON - A Deep Learning Meta-Architecture for News Recommender Systems

Speech Emotion Recognition ⭐ 198

speech emotion recognition using a convolutional recurrent networks based on IEMOCAP

Text Cnn ⭐ 198

嵌入Word2vec词向量的CNN中文文本分类

Chinese Poetry Generation ⭐ 195

An RNN-based Chinese Poem Generator

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