René's URL Explorer Experiment


Title: GitHub - adminho/machine-learning

Open Graph Title: GitHub - adminho/machine-learning

X Title: GitHub - adminho/machine-learning

Description: Contribute to adminho/machine-learning development by creating an account on GitHub.

Open Graph Description: Contribute to adminho/machine-learning development by creating an account on GitHub.

X Description: Contribute to adminho/machine-learning development by creating an account on GitHub.

Opengraph URL: https://github.com/adminho/machine-learning

X: @github

direct link

Domain: patch-diff.githubusercontent.com

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Principal_Component_Analysishttps://patch-diff.githubusercontent.com/adminho/machine-learning/tree/master/Principal_Component_Analysis
Recurrent_neural_networkhttps://patch-diff.githubusercontent.com/adminho/machine-learning/tree/master/Recurrent_neural_network
Recurrent_neural_networkhttps://patch-diff.githubusercontent.com/adminho/machine-learning/tree/master/Recurrent_neural_network
Scene-Text-Detection-with-SPCNEThttps://patch-diff.githubusercontent.com/adminho/machine-learning/tree/master/Scene-Text-Detection-with-SPCNET
Scene-Text-Detection-with-SPCNEThttps://patch-diff.githubusercontent.com/adminho/machine-learning/tree/master/Scene-Text-Detection-with-SPCNET
Text_classificationhttps://patch-diff.githubusercontent.com/adminho/machine-learning/tree/master/Text_classification
Text_classificationhttps://patch-diff.githubusercontent.com/adminho/machine-learning/tree/master/Text_classification
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READMEhttps://patch-diff.githubusercontent.com/adminho/machine-learning
https://patch-diff.githubusercontent.com/adminho/machine-learning#machine-learning--deep-learning-examples
https://patch-diff.githubusercontent.com/adminho/machine-learning#requirement
ANACONDAhttps://www.continuum.io/downloads
TensorFlowhttps://www.tensorflow.org/
Kerashttps://keras.io/
tqdmhttps://pypi.python.org/pypi/tqdm
FFmpeghttps://www.ffmpeg.org/download.html
https://patch-diff.githubusercontent.com/adminho/machine-learning#table--of-content
seehttps://patch-diff.githubusercontent.com/adminho/machine-learning#beginer
seehttps://patch-diff.githubusercontent.com/adminho/machine-learning#machine-learningdeep-learning-basics
seehttps://patch-diff.githubusercontent.com/adminho/machine-learning#computer-vision
seehttps://patch-diff.githubusercontent.com/adminho/machine-learning#natural-language-processingnlp
seehttps://patch-diff.githubusercontent.com/adminho/machine-learning#speech-audio-music
seehttps://patch-diff.githubusercontent.com/adminho/machine-learning#miscellaneous
https://patch-diff.githubusercontent.com/adminho/machine-learning#my-examples-ลิงบ้างอย่างกำลังปรับปรุงอาจเข้าไม่ได้ขณะนี้
https://patch-diff.githubusercontent.com/adminho/machine-learning#beginer
ทบทวนภาษา Python ของเด็กม.1,2,3 ในวิชาวิทยการคำนวณhttps://colab.research.google.com/drive/1Eg-jsOzNzN8M0g35dvDT1ryem7RuDGYQ?usp=sharing
Data Basics and Introduction to Numpyhttps://colab.research.google.com/drive/1kV4_vASlIVqtpkfQSm4VB7oTeofjhbBQ?usp=sharing
Data Manipulation with Pandashttps://colab.research.google.com/drive/1_CZ_Yiq3ihLpnOl0QlxFUZmTqoYeHeW2?usp=sharing
Data Visualization and Matplotlibhttps://colab.research.google.com/drive/1K_YLTNrwNzDB-179pigpsbacW6U21aEk?usp=sharing
Matplotlibhttps://colab.research.google.com/drive/10h6_-LF8wvvDgNWWOiUkTMN5djFP2feA?usp=sharing
numpyhttps://colab.research.google.com/drive/1TLjprnOV67j9hUw5_bHaTKVxRldQscov?usp=sharing
Pandashttps://colab.research.google.com/drive/1RPzUlaMdnJMaZPaxxJ4atu_l1Hq2SFRk?usp=sharing
Tensorflowhttps://colab.research.google.com/drive/1h52TQUk6IElRBN_3tqyniyXZzoHc4R9p?usp=sharing
PYTorchhttps://colab.research.google.com/drive/1jAV8nvhDP24uhPT1Jmgg6r6t46jVOx9Q?usp=sharing
Prepare datasetshttps://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master/Prepare_datasets
Activation functionhttps://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master/Activation_function
https://patch-diff.githubusercontent.com/adminho/machine-learning#machine-learningdeep-learning-basics
Basic Machine learninghttps://colab.research.google.com/drive/1ZRMW3fXGWUvkeFPM07qtFXoSbLmuMpO1
Linear and nonlinear regressionhttps://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master/Linear_regression
Logistic regressionhttps://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master/Logistic_regression
Principal Component Analysishttps://colab.research.google.com/drive/1FoGtB5xW1aWeQ7hlTmuB1AhXuFMx-jTo
Text classificationhttps://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master/Text_classification
Classification and Clustering (compare between KK-N and K-means)https://colab.research.google.com/drive/1B7ZxRDs3x3CsitI49xY7l3pWFYYJYsvB
Naive_Bayeshttps://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master
Genetic algorithmhttps://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master/Genetic_algorithm
Neural network (multilayer perceptrons) paints an image.https://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master/Art_example
Neural networkhttps://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master/Neural_network
Autoencoderhttps://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master/Autoencoder
Convolutional neural networkhttps://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master/Convolutional_neural_network
Recurrent neural networkhttps://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master/Recurrent_neural_network
Generative adversarial networkhttps://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master/Generative_adversarial_network
MNIST examplehttps://colab.research.google.com/drive/1KsGnaw9jE4wnmXK2mf2C4-Ylnj6nXbFw
https://patch-diff.githubusercontent.com/adminho/machine-learning#computer-vision
ImageNet classificationhttps://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master/ImageNet_example
imageai libraryhttps://colab.research.google.com/drive/1uQnZfPlRhplvcZKWiXn1jeytJIFEVLkV
pixellib libraryhttps://colab.research.google.com/drive/1llWzReE3rS9wDfSGGm8M7RQ25jeEfSIi
Tensorflow Examplehttps://colab.research.google.com/drive/12K-4uQ1tAvOukLb1-lwXx4bnXkeQupTk
Mask RCNNhttps://colab.research.google.com/drive/1JGRIMQ1YSdMXkEZdC6QNGbI722tEQJTE
Detectron2https://colab.research.google.com/drive/1jnWFADFdZHz1LSyfXVKHY3fIwuY5F_uo
Pose estimationhttps://colab.research.google.com/drive/1zWplcKN6ElL1eJmwKj3IqGFy3gg9Neus
Face Recognitionhttps://colab.research.google.com/drive/1MnypOHemKhMEXCaWOgm6-ViYqF7GENWH
OCRhttps://colab.research.google.com/drive/11RPwkNX-L1Wi9BVni-tzvrlsHff50BOz
Face Swaphttps://colab.research.google.com/drive/1k2ieb4_iicnFrn7ka14-E165VC4023Kd
Porn detectionhttps://colab.research.google.com/drive/1WOXCXgU_oJ5rSaYr0LO8Linwv7GfGHnX?usp=sharing
Highway-lane-trackerhttps://colab.research.google.com/drive/15dZ1Zt_TCsCsL5oqfLcSfSj-aYWmSuTi
Detecting COVID-19 in X-ray imageshttps://colab.research.google.com/drive/11ohI5nJiLVc23t2LRUfUmOYBvPYHJDnX
Detect 2D facial landmarks in pictureshttps://colab.research.google.com/drive/1MDRYnhhPb2l3w0QIjV9beuc26Ng5BOPc
Detecting Photoshopped Faces by Scripting Photoshophttps://colab.research.google.com/drive/1y4zN4AHhx0NYYx7szfW6C5aWsFdZZvml
Detect people who wearin a mask?https://colab.research.google.com/drive/1G5q8PpsWG-VLdHNbChwonSiLgkPPftOm
https://patch-diff.githubusercontent.com/adminho/machine-learning#natural-language-processingnlp
Tudkumthaihttps://colab.research.google.com/drive/1tLrKRFR6i4TAzrbJ8wgsp4aihfWnMgnT
Language Models: GPT-2https://colab.research.google.com/drive/1lZoaSLo2Ip-mlBNUFpjKhVAPWDenbRCu
Python examplehttps://colab.research.google.com/drive/1aca28YHet8DZ3jw-3wCx-Y40XR-6hpDJ
JavaScript exmamplehttps://github.com/adminho/javascript/blob/master/examples/google_translate/translate_general.html
https://patch-diff.githubusercontent.com/adminho/machine-learning#speech-audio-music
Use javascript+HTMLhttps://github.com/adminho/javascript/tree/master/examples/speech-recognition/web
Use speech to control a gamehttps://github.com/adminho/javascript/tree/master/examples/speech-recognition/game
Speech to Text with Thonburian Whisperhttps://colab.research.google.com/drive/1_dgg2GVP9BzDUZe6JSwOG05X0UPl_P71?usp=sharing
Real Time Voice Cloninghttps://colab.research.google.com/drive/1BmiqJkg_lAppvIJbF7QhJpSTsbjvhiK1
https://patch-diff.githubusercontent.com/adminho/machine-learning#miscellaneous
Artistic stylehttps://patch-diff.githubusercontent.com/adminho/machine-learning/blob/master/Artistic_style
Pix2Codehttps://colab.research.google.com/drive/1i1CeQoS8LXTkQFn08Z4aFV8BNwF8eNjZ
Remove Image Backgroundhttps://colab.research.google.com/drive/1n1s30OAeNeC6UNmNk2wPxL-e2gkF3-cu
Trading in Thailand Stock: ตัวอย่างการเอา AI มาใช้ในตลาดหุ้นไทยhttps://github.com/adminho/trading-stock-thailand
AI for Thai:AI สัญญาชาติไทยใช้ง่ายไม่ยาก จากทีมนักวิจัยของ NECTEC ปัจจุบันให้บริการผ่านเว็บเซอร์วิส https://colab.research.google.com/drive/1dtKFJ3-5i30vN2cpakcAPkSYqxJDAHFs?usp=sharing
https://patch-diff.githubusercontent.com/adminho/machine-learning#cite
https://paperswithcode.com/https://paperswithcode.com/
https://github.com/keras-team/keras/tree/master/exampleshttps://github.com/keras-team/keras/tree/master/examples
https://github.com/madewithml/lessonshttps://github.com/madewithml/lessons
https://patch-diff.githubusercontent.com/adminho/machine-learning#note
คลิกเข้าไปดูได้https://www.facebook.com/share/p/fGzieBbXfG3YVTeu/
https://patch-diff.githubusercontent.com/adminho/machine-learning#ขออนุญาตประชาสัมพันธ์-แอบขายของ
https://patch-diff.githubusercontent.com/adminho/machine-learning#ตัวอย่างแต่ละบท
ตัวอย่างสารบัญhttps://drive.google.com/file/d/1wgoanr4CsswsWeqBQq0O-OYECLb2sdgB/view?usp=sharing
บทที่ 1, 3, 4https://drive.google.com/file/d/1wgoanr4CsswsWeqBQq0O-OYECLb2sdgB/view?usp=sharing
บทที่ 8, 9, 10https://drive.google.com/file/d/1ANlGwauHUwk-zcF5vNBclyKu-krs97AV/view?usp=sharing
https://www.mebmarket.com/web/index.php?action=BookDetails&data=YToyOntzOjc6InVzZXJfaWQiO3M6NzoiMTcyNTQ4MyI7czo3OiJib29rX2lkIjtzOjY6IjEwODI0NiI7fQ
https://patch-diff.githubusercontent.com/adminho/machine-learning#เอกสารประกอบหนังสือ
คอร์สสอนวิชาการเขียนโปรแกรมสำหรับนิสิต ปี 1 คณะวิศวกรรมศาสตร์ ภาคปลาย ปีการศึกษา 2558 รหัสวิชา 2110101 Computer Programming สอนโดยดร. สมชาย ประสิทธิ์จูตระกูล ใช้ Pythonhttps://www.youtube.com/playlist?list=PL0ROnaCzUGB4ieaQndKybT9xyoq2n9NGq
วิดีโอสอนภาษา Python โดย SIPAhttps://www.youtube.com/watch?v=KcAX613khH4&list=PLtM3znnbMbVWZ1ICKEi7Gr9dxdJc_ppel
วิดีโอสอน Python โดย Clique Club - ชมรมคลิก ของจุฬาhttps://www.youtube.com/playlist?list=PLVcky7_Sy_7ltVaI1WVIWDvit_DtgUYBw
วิดีโอสอน Python โดย รศ. ดร. ประเสริฐ คณาวัฒนไชย จากจุฬาฯhttps://www.youtube.com/playlist?list=PLoTScYm9O0GH4YQs9t4tf2RIYolHt_YwW
หนังสือเชี่ยวชาญการเขียนโปรแกรมด้วยไพธอน โดย ผศ. สุชาติ คุ้มมะณีhttps://drive.google.com/file/d/1_xvEhRquLeZJbLLKrK1e5liJdb_HDEBH/view
หนังสือสอนเขียนโปรแกรมภาษา Python ใช้ประกอบการเรียนวิชา 2110101 Computer Programming ของวิศวกรรมคอมพิวเตอร์ จุฬาฯ โดย กิตติภณ พละการ, กิตติภพ พละการ สมชาย ประสิทธิ์จูตระกูล และ สุกรี สินธุภิญโญhttps://www.cp.eng.chula.ac.th/books/python101/
แหล่งเรียนรู้ฟรีด้าน AI, Machine learninghttps://www.patanasongsivilai.com/blog/sdm_downloads/source-free-ai-machine-learning/
https://www.mebmarket.com/web/index.php?action=BookDetails&data=YToyOntzOjc6InVzZXJfaWQiO3M6NzoiMTcyNTQ4MyI7czo3OiJib29rX2lkIjtzOjY6IjE5MjkyMiI7fQ
ตัวอย่าง 3.5.3 ข้อมูลเป็นรูปภาพhttps://drive.google.com/file/d/1F7L10ii719wVIuoO_NwOmxazXcjTxE40/view?usp=sharing
พิสูจน์ที่มาของการทำ backpropagationhttps://drive.google.com/file/d/1X47DN-U850JguOfTiZ0_-9ZCtlc_6caw/view?usp=sharing
หัวข้อ 8.7 Convolution กับภาพสีhttps://drive.google.com/file/d/1l7nCCjO5KWbCYN_1wsB22rLdlDPPHH2G/view?usp=sharing
https://patch-diff.githubusercontent.com/adminho/machine-learning#โค้ดตัวอย่าง-python-ประกอบหนังสือ
https://patch-diff.githubusercontent.com/adminho/machine-learning#บทที่-3-ถึง-6
ตัวอย่างโค้ดบทที่ 3, 4, 5 และ 6https://colab.research.google.com/drive/1-rzF06JtujgzWGB6keohDShDcuJOAFaf?usp=sharing
https://patch-diff.githubusercontent.com/adminho/machine-learning#บทที่-7-ถึง-9
ตัวอย่างโค้ดบทที่ 7, 8 และ 9https://colab.research.google.com/drive/1plsr_ff303-617huXDINCkfwZ-58SoK7?usp=sharing
https://patch-diff.githubusercontent.com/adminho/machine-learning#บทที่-11-จะมีหลายตัวอย่าง
Autoencoderhttps://colab.research.google.com/drive/16QcNEBnreLsSdU-cIDrfAVo59KInaJ8l?usp=sharing
Generative Adversarial Network (GAN)https://colab.research.google.com/drive/1iis6NQMXnmYvzcznD-38VlN6kPmf9-hc?usp=sharing
Siamese Networkhttps://colab.research.google.com/drive/1mYnZwOSDnWsVJwFRKmhAgZUv3XsiLdyk?usp=sharing
Sequence-to-Sequence (Seq2Seq)https://colab.research.google.com/drive/1pE1ITTaZBnLfgwtslNnMFfc84_QxbeJ2?usp=sharing
python https://patch-diff.githubusercontent.com/topics/python
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