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145 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.

Handwriting Synthesis ⭐ 3,975

Handwriting Synthesis with RNNs ✏️

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 ⭐ 2,875

Simple and comprehensive tutorials in TensorFlow

Automatic_speech_recognition ⭐ 2,743

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

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 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.

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

Simplehtr ⭐ 1,719

Handwritten Text Recognition (HTR) system implemented with TensorFlow.

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

Word Rnn Tensorflow ⭐ 1,261

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

Machine Learning Curriculum ⭐ 1,065

💻 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.

Time Series Prediction ⭐ 762

tfts: Time series deep learning models in TensorFlow

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

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

Ai_all_resources ⭐ 647

A curated list of Best Artificial Intelligence Resources

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 implementation of Independently Recurrent Neural Networks

Tensorflow Rnn Shakespeare ⭐ 516

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

Text Classification Models Tf ⭐ 467

Tensorflow implementations of Text Classification Models.

Rnn From Scratch ⭐ 455

Implementing Recurrent Neural Network from Scratch

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.

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 ⭐ 397

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

Oreilly Learning Tensorflow ⭐ 386

Returnn ⭐ 347

The RWTH extensible training framework for universal recurrent neural networks

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.

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

Haste: a fast, simple, and open RNN library

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.

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.

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

HDLTex: Hierarchical Deep Learning for Text Classification

Musicgenerator ⭐ 245

Experiment diverse Deep learning models for music generation with TensorFlow

Tensorflow Ml Nlp Tf2 ⭐ 245

텐서플로2와 머신러닝으로 시작하는 자연어처리 (로지스틱회귀부터 BERT와 GPT3까지) 실습자료

Mead Baseline ⭐ 245

Deep-Learning Model Exploration and Development for NLP

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)

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

Cond_rnn ⭐ 212

Conditional RNNs for Tensorflow / Keras.

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

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