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在lstm github這個產品中，有3篇Facebook貼文，粉絲數超過1萬的網紅DeepBelief.ai 深度學習，也在其Facebook貼文中提到， 尹相志老師所開發可以讓tensorflow與pytorch使用99%以上相同代碼開發的trident api，釋出新版本 0.7.3 除了bug修復之外，這版本多了下功能 - 全新文字轉換: 隨機對調字元，隨機插入字元，轉換至半形，隨機遮罩，隨機轉注音文，中文繁簡互轉，隨機轉中文同音錯字，隨機...

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lstm github 在 DeepBelief.ai 深度學習 Facebook 的最佳解答

DeepBelief.ai 深度學習 By DeepBelief.ai 深度學習

2021-05-17 21:02:55 有 40 人按讚
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尹相志老師所開發可以讓tensorflow與pytorch使用99%以上相同代碼開發的trident api，釋出新版本 0.7.3

除了bug修復之外，這版本多了下功能

- 全新文字轉換: 隨機對調字元，隨機插入字元，轉換至半形，隨機遮罩，隨機轉注音文，中文繁簡互轉，隨機轉中文同音錯字，隨機轉中文同型錯字
- Pytorch lstm支援雙向lstm以及attention，tensorflow版lstm也開始提供
- Pytorch transformer開始提供
- 全新視覺轉換：馬賽克拼貼圖像
- GANBuilder支援條件式Conditional GAN以及跳轉連接網路結構
- 提供可微分色彩空間轉換函數 (rgb2lab, rgb2xyz, rgb2hsv...
- 新的神經層: TemporalConv1d_Block, FullConnect_Block

https://github.com/AllanYiin/trident

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lstm github 在 โปรแกรมเมอร์ไทย Thai programmer Facebook 的最佳貼文

โปรแกรมเมอร์ไทย Thai programmer By โปรแกรมเมอร์ไทย Thai programmer

2017-05-27 22:00:38 有 1,656 人按讚
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เมื่อ AI สามารถแปลงภาพ GUI ของหน้าจอโปรแกรม ให้กลายเป็นซอร์โค้ดได้ ต่อไปมันคงมาเป็นผู้ช่วยโปรแกรมเมอร์ฝั่ง Front-end ก็ได้นะ...หรือจะแย่งงานเราในอนาคตเปล่าหว้า ก็ไม่รู้ซินะ

ก่อนหน้านี้แอดได้ลงข่าวงานวิจัยของโปรเจค DeepCoder จากไมโครซอฟต์ และ Cambridge ที่ใช้ AI เป็น Deep learning สามารถเขียนโปรแกรมขึ้นมาเอง เพียงแค่ดูซอร์สโค้ดตัวอย่าง ซึ่งสร้างความฮือฮามาแล้วรอบหนึ่ง

คราวนี้เป็นงานวิจัยสดๆ ร้อน เขาได้สนอวิธีการใหม่ในการเขียนโค้ด ที่ตั้งชื่อว่า pix2Code (ก็คงมาจากชื่อเต็ม Pixel to source code)

pix2Code มันเป็นวิธีสร้างซอร์สดโค้ด จากภาพหน้าจอ GUI ของโปรแกรม ก็ที่ทีมกราฟฟิกดีไซน์ออกแบบให้พวกเราชาวโปรแกรมเมอร์ ได้นำไปเขียนโปรแกรมนั่นแหละ ...เรียกว่า ตอนนี้ขอมีแค่ภาพอย่างเดียว ตัว AI ก็ Generate ซอร์สโค้ดให้ใช้งานอย่างอัตโนมัติ สบายปรื๋อ!!!!

จากนั้นพวกเราจะเอาโค้ดไปเขียน Back-end ต่อ จะพัฒนาซอฟต์แวร์ เว็บไซต์ โมบายแอพ จะทำอะไร ก็แล้วแต่เราอีกที

ในทางเทคนิคโดยย่อของงานวิจัยชิ้นนี้ pix2Code จะใช้ AI เป็น Deep learning ซึ่งข้างในเป็นโมเดล CNN กับ LSTM ใช้สองเทคนิคผสมกัน มาช่วยสร้างโค้ดจาก input ซึ่งเป็นภาพไฟล์รูปภาพ โดยโค้ดที่ถูกสร้างออกมาจะแบ่งเป็น 3 แพลท์ฟอม ได้แก่ iOS, Android และเว็บ (HTML/CSS)

ทว่าปัจจุบันเทคนิคนี้ยังให้ความถูกต้องแค่ 77%

...อะฮะ ตอนนี้อาจสร้างโค้ดได้ไม่แม่นเท่าไรแฮะ (ใจเย็นๆ โปรแกรมเมอร์ยังไม่ตกงานง่ายๆ) แต่ถ้ามีใครพัฒนาต่อไป ก็อาจแม่นยำมากขึ้น หรืออาจมี paper ที่ใช้ AI เขียนโปรแกรมอัตโนมัติ ทำนองเดียวกันนี้มากขึ้น เพื่อมาเขย่าขาเก้าอี้โปรแกรมเมอร์เรื่อยๆ ก็ได้

ใครสนใจดูวีดีโอ สาธิตการใช้เทคนิคนี้ ก็ดูได้ที่ลิงค์ จะเห็นว่า แค่วาดรูปหน้าจอ แล้วก็รันออกมาเป็นโค้ดบนแพลทฟอร์ม iOS กับตัวอย่างสร้างเป็นไฟล์ HTML
https://www.youtube.com/watch?v=pqKeXkhFA3I&feature=youtu.be

ส่วนต้นฉบับ Paper ของคุณ Tony Beltramelli เผื่อใครสนใจจะนำไปพัฒนาต่อ
https://arxiv.org/abs/1705.07962
https://github.com/tonybeltramelli/pix2code
ปล. เสียดายเข้าไปดู Github แล้ว เขาไม่มีซอร์สโค้ดแจกให้ เลยอดลองรันเล่นเลย 555

++++++++++++++++++++++++++++
อ่อ AI ในที่นี้ ไม่ใช่ Adobe Illustrator ชื่อย่อเหมือนกัน แต่คนละความหมาย

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เพจนี้เปิดใช้งานเมื่อ 22 มิถุนายน 2014 เพจนี้เน้นหนักไป ทางการเขียนโปรแกรม คอมพิวเตอร์ และไอที ล้วน ๆ แบบฮาร์ดคอ หรือจะไร้สาระ มุกตลกขำ
ให้สาระด้านไอที คอมพิวเตอร์ และอาชีพโปรแกรมเมอร์ และสายงานด้านคอมพิวเตอร์
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lstm github 在 DeepBelief.ai 深度學習 Facebook 的最佳解答

DeepBelief.ai 深度學習 By DeepBelief.ai 深度學習

2016-11-29 08:51:11 有 67 人按讚
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終究還是有人作了這禁斷的實驗，將GitHub 上爬來的4100萬行Python程式碼餵給lstm模型，可以獲得幾乎完美預測...

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AsiaMiner是資料採礦、風險管理、海量數據分析的技術領導廠商，專精微軟商業智慧以及IBM SPSS資料採礦平台，也是台灣第一個第一家同時取得IBM SPSS Statistics 以及Modeler專業認證之經銷商
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社群媒體上有些相關的討論：

lstm github 在 lstm-model · GitHub Topics 的推薦與評價

The LSTM model generates captions for the input images after extracting features from pre-trained VGG-16 model. (Computer Vision, NLP, Deep Learning, ... ... <看更多>

相關內容

lstm github 在 LSTM and RNN Tutorial with Demo (with Stock/Bitcoin Time ... 的推薦與評價

It is a special type of RNN, capable of learning long-term dependencies. · "Long short-term memory (LSTM) units are units of a recurrent neural network (RNN). ... <看更多>

lstm github 在 LSTM-Neural-Network-for-Time-Series-Prediction - GitHub 的推薦與評價

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data - GitHub ... ... <看更多>

你可能也想看看
lstm-keras github
LSTM pytorch github
Cnn-lstm pytorch github
LSTM stock-prediction github
pytorch lstm範例
python lstm範例
Lstm keras example github
Lstm-classification github
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#1. lstm-model · GitHub Topics

The LSTM model generates captions for the input images after extracting features from pre-trained VGG-16 model. (Computer Vision, NLP, Deep Learning, ...

#2. LSTM and RNN Tutorial with Demo (with Stock/Bitcoin Time ...

It is a special type of RNN, capable of learning long-term dependencies. · "Long short-term memory (LSTM) units are units of a recurrent neural network (RNN).

#3. LSTM-Neural-Network-for-Time-Series-Prediction - GitHub

LSTM built using Keras Python package to predict time series steps and sequences. Includes sin wave and stock market data - GitHub ...

#4. lstm · GitHub Topics

So it's combining the best of RNN and transformer - great performance, ... example using TensorFlow on smartphone sensors dataset and an LSTM RNN.

#5. 循環神經網絡LSTM (長短期記憶)來學習字母表順序 - GitHub

Jupyter notebooks for using & learning Keras. Contribute to erhwenkuo/deep-learning-with-keras-notebooks development by creating an account on GitHub.

#6. lstm-neural-networks · GitHub Topics

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 ...

#7. lstm-neural-network · GitHub Topics

Long Short-Term Memory(LSTM) is a particular type of Recurrent Neural Network(RNN) that can retain important information over time using memory cells. This ...

#8. ml-jku/mc-lstm: Experiments with Mass Conserving ... - GitHub

This repository contains code for the LSTM addition, traffic forecasting and pendulum experiments. The neural arithmetic experiments were conducted on a fork of ...

#9. lstm-neural-networks · GitHub Topics

"Sign Language Recognition" is a project that employs Long Short-Term Memory (LSTM) neural networks to accurately recognize and interpret sign language ...

#10. stacked-lstm · GitHub Topics

Stock market prediction of a stock using stacked LSTM ... Sentiment Classifier using a bidirectional stacked RNN with LSTM/GRU cells for the Twitter ...

#11. Minimal, clean example of lstm neural network ... - GitHub

Minimal, clean example of lstm neural network training in python, for learning purposes. - GitHub - nicodjimenez/lstm: Minimal, clean example of lstm neural ...

#12. lstm-model · GitHub Topics

This project uses a Long Short-Term Memory (LSTM) neural network to predict the price of Bitcoin in US dollars. The LSTM model is implemented using the Keras ...

#13. lstm-neural-network · GitHub Topics

This project focuses on predicting future stock prices using recurrent neural networks (RNNs) implemented in TensorFlow. The RNN models are built using ...

#14. lstm-model · GitHub Topics

Built a machine learning model to accurately predict the price of the bitcoin. Achieved the prediction accuracy of 90% using LSTM. machine-learning-algorithms ...

#15. rnn-lstm · GitHub Topics

Implementation of Logistic Regression, MLP, CNN, RNN & LSTM from scratch in python. Training of deep learning models for image classification, ...

#16. lstm · GitHub Topics

Deep learning driven jazz generation using Keras & Theano! music machine-learning theano deep-learning keras lstm neural-networks rnn jazz. Updated on May 29, ...

#17. lstm-sentiment-analysis · GitHub Topics

Implementing different RNN models (LSTM,GRU) & Convolution models (Conv1D, Conv2D) on a subset of Amazon Reviews data with TensorFlow on Python 3.

#18. lstm-keras · GitHub Topics

Hate speech detection from code-mixed Hindi-English tweets using deep learning models. This project reports an increment to the state-of-the-art in hate speech ...

#19. lstm · GitHub Topics

Using LSTM layers in the Keras package I built an RNN to predict the trend in the google stock price. I am using 5 years of data to train.

#20. lstm · GitHub Topics

Heart sounds segmentation based on LSTM neural network and Fourier ... This is a simple example of video classification using LSTM with MATLAB.

#21. lstm · GitHub Topics

It contains a reproducable notebook with the implementation of a Bidirectional LSTM Neural Network for real-time CQI forecasting in heterogeneous ultra-dense ...

#22. cnn-lstm · GitHub Topics

isolated & continuous sign language recognition using CNN+LSTM/3D CNN/GCN/Encoder- ... Speech Emotion Recognition from raw speech signals using 1D CNN-LSTM.

#23. lstm-neural-networks · GitHub Topics

Implementation of an LSTM network in MATLAB that predicts future power ... MatLab scripts for performing a sensitivity analysis of LSTM networks for fall ...

#24. lstm · GitHub Topics

MATLAB-based solution for robot navigation using Long Short-Term Memory (LSTM) networks. The aim of this project is to develop an intelligent system capable ...

#25. bidirectional-lstm · GitHub Topics

Recurrent Neural Networks (RNN, GRU, LSTM) and their Bidirectional versions (BiRNN, BiGRU, BiLSTM) for word & character level language modelling in Theano.

#26. social-lstm · GitHub Topics

This is the code base for our ACM CSCS 2019 paper: "RobustTP: End-to-End Trajectory Prediction for Heterogeneous Road-Agents in Dense Traffic with Noisy ...

#27. lstm-model · GitHub Topics

This includes sentiment analysis. LSTM network is used with TensorFlow as backend. ... LSTM-RNN for Hidden Role Prediction in Secret Hitler using PyTorch.

#28. lstm · GitHub Topics

RNNSharp is a toolkit of deep recurrent neural network which is widely used for many different kinds of tasks, such as sequence labeling, ...

#29. Understanding LSTM Networks - Colah's Blog

Understanding LSTM Networks. Posted on August 27, 2015. Recurrent Neural Networks. Humans don't start their thinking from scratch every second.

#30. lstm.ipynb - Colaboratory

The following additional libraries are needed to run this notebook. Note that running on Colab is experimental, please report a Github issue if you have any ...

#31. Architecture of LSTM (source: colah.github.io) - ResearchGate

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TP-N2F considerably outperforms LSTM-based seq2seq models on two ... Submit results from this paper to get state-of-the-art GitHub badges and help the ...

#37. torch.nn — PyTorch 2.0 documentation

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