CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8291200.pdf · 2018. 9. 28. ·...

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Transcript of CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8291200.pdf · 2018. 9. 28. ·...

Page 1: CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8291200.pdf · 2018. 9. 28. · Given the amount of data we have, we used an 80/10/10 split, with 80 percent of
Page 2: CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8291200.pdf · 2018. 9. 28. · Given the amount of data we have, we used an 80/10/10 split, with 80 percent of
Page 3: CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8291200.pdf · 2018. 9. 28. · Given the amount of data we have, we used an 80/10/10 split, with 80 percent of
Page 4: CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8291200.pdf · 2018. 9. 28. · Given the amount of data we have, we used an 80/10/10 split, with 80 percent of
Page 5: CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8291200.pdf · 2018. 9. 28. · Given the amount of data we have, we used an 80/10/10 split, with 80 percent of
Page 6: CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8291200.pdf · 2018. 9. 28. · Given the amount of data we have, we used an 80/10/10 split, with 80 percent of

CS230 Deep Learningcs230.stanford.edu/files_winter_2018/projects/6933119.pdf2 Methods: Quantum mechanics as an optimization problem Carleo [2017] outlines a theoretical formulation

CS230 Deep Learningcs230.stanford.edu/files_winter_2018/projects/6933119.pdf2 Methods: Quantum mechanics as an optimization problem Carleo [2017] outlines a theoretical formulation

cs230.stanford.educs230.stanford.edu/projects_spring_2018/reports/8284387.pdf · 2018-09-28 · these phrases are consistent with the English language, the output does not represent

cs230.stanford.educs230.stanford.edu/projects_spring_2018/reports/8284387.pdf · 2018-09-28 · these phrases are consistent with the English language, the output does not represent

CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8290329.pdf · 2018-09-28 · Medical diagnostics with retinal images is an active area of research in the deep-

CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8290329.pdf · 2018-09-28 · Medical diagnostics with retinal images is an active area of research in the deep-

CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8290634.pdf · alternative of rating food photos' attractiveness to Yelp's published approach that utilized EXIF

CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8290634.pdf · alternative of rating food photos' attractiveness to Yelp's published approach that utilized EXIF

Midterm Review - CS230 Deep Learningcs230.stanford.edu/fall2018/midterm_review.pdf · Midterm Review CS230 Fall 2018. Broadcasting. Calculating Means How would you calculate the means

Midterm Review - CS230 Deep Learningcs230.stanford.edu/fall2018/midterm_review.pdf · Midterm Review CS230 Fall 2018. Broadcasting. Calculating Means How would you calculate the means

cs230.stanford.edu › projects_spring_2018 › reports › 8291236… · Pillow, pytest, h5py, sklearn, scipy, scikit-image, scikit-learn, keras [7, 10, 5] 5 Results, Metrics, and

cs230.stanford.edu › projects_spring_2018 › reports › 8291236… · Pillow, pytest, h5py, sklearn, scipy, scikit-image, scikit-learn, keras [7, 10, 5] 5 Results, Metrics, and

CS230: Lecture 9 Deep Reinforcement Learningcs230.stanford.edu/spring2020/lecture9.pdfCS230: Lecture 9 Deep Reinforcement Learning Kian Katanforoosh Kian Katanforoosh I. Motivation

CS230: Lecture 9 Deep Reinforcement Learningcs230.stanford.edu/spring2020/lecture9.pdfCS230: Lecture 9 Deep Reinforcement Learning Kian Katanforoosh Kian Katanforoosh I. Motivation

web.stanford.eduweb.stanford.edu/class/cs230/projects_spring_2018/... · Medical diagnostics with retinal images is an active area of research in the deep- learning community. Building

web.stanford.eduweb.stanford.edu/class/cs230/projects_spring_2018/... · Medical diagnostics with retinal images is an active area of research in the deep- learning community. Building

CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8271110.pdf · 2018. 9. 28. · reconstruction using e.g. template fitting. None of these methods are fully satisfactory

CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8271110.pdf · 2018. 9. 28. · reconstruction using e.g. template fitting. None of these methods are fully satisfactory

CS230 Deep Learning › projects_spring_2018 › reports › 8291206.pdf · I used NLKT's [8] PUNK T Word Tokenizer to split the headlines into words. Examining the data manually,

CS230 Deep Learning › projects_spring_2018 › reports › 8291206.pdf · I used NLKT's [8] PUNK T Word Tokenizer to split the headlines into words. Examining the data manually,

CS230 Deep Learningcs230.stanford.edu/projects_winter_2019/reports/15813380.pdf · CS230 Final Project: Milestone Topic: Transfer Learning Ajay Sohmshetty (collaboration with Amir

CS230 Deep Learningcs230.stanford.edu/projects_winter_2019/reports/15813380.pdf · CS230 Final Project: Milestone Topic: Transfer Learning Ajay Sohmshetty (collaboration with Amir

CS230 Deep Learningcs230.stanford.edu/projects_winter_2019/reports/15808904.pdf · Erick Cardenas implemented the Convolutional Baseline model, setup and managed the AWS instances

CS230 Deep Learningcs230.stanford.edu/projects_winter_2019/reports/15808904.pdf · Erick Cardenas implemented the Convolutional Baseline model, setup and managed the AWS instances

CS230 Deep Learningcs230.stanford.edu/projects_winter_2019/reports/15782825.pdf · Generative Adversarial Networks (GANs) [Goodfellow et al, 2014; Isola et al, 2017] and Variational

CS230 Deep Learningcs230.stanford.edu/projects_winter_2019/reports/15782825.pdf · Generative Adversarial Networks (GANs) [Goodfellow et al, 2014; Isola et al, 2017] and Variational

CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/posters/8290961.pdf · Image Selection Criteria: Using demo code from the B-IT-BOTS teaml, we can select images that contain

CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/posters/8290961.pdf · Image Selection Criteria: Using demo code from the B-IT-BOTS teaml, we can select images that contain

CS230 Deep Learningcs230.stanford.edu/projects_spring_2019/posters/18681176.pdfreviews, whether they are movie reviews, Amazon reviews, workplace reviews is a common occurrence in

CS230 Deep Learningcs230.stanford.edu/projects_spring_2019/posters/18681176.pdfreviews, whether they are movie reviews, Amazon reviews, workplace reviews is a common occurrence in

cs230.stanford.educs230.stanford.edu/projects_spring_2018/posters/8285590.pdf · melody. Chord arrangement involves both conventional rules and creativity. Ideal model: Generate chords

cs230.stanford.educs230.stanford.edu/projects_spring_2018/posters/8285590.pdf · melody. Chord arrangement involves both conventional rules and creativity. Ideal model: Generate chords

cs230.stanford.educs230.stanford.edu/projects_spring_2018/reports/8288946.pdf · jazz piano piece). It was converted into a text file, which contains its noteOn, noteOff, control

cs230.stanford.educs230.stanford.edu/projects_spring_2018/reports/8288946.pdf · jazz piano piece). It was converted into a text file, which contains its noteOn, noteOff, control

cs230.stanford.educs230.stanford.edu/projects_spring_2018/reports/8288669.pdf · Hiro Tien (Kai Ping) Stanford Graduate School of Business Stanford School of Earth, Energy & Environmental

cs230.stanford.educs230.stanford.edu/projects_spring_2018/reports/8288669.pdf · Hiro Tien (Kai Ping) Stanford Graduate School of Business Stanford School of Earth, Energy & Environmental

Bankruptcy Prediction by Deep Learningcs230.stanford.edu/projects_winter_2020/reports/32569269.pdf · Deep learning techniques, as the Convolutional Neural Networks (CNN) have only

Bankruptcy Prediction by Deep Learningcs230.stanford.edu/projects_winter_2020/reports/32569269.pdf · Deep learning techniques, as the Convolutional Neural Networks (CNN) have only

CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8289721.pdf · Solar energy has become a vital part of the energy infrastructure and ... copy and crop max pool

CS230 Deep Learningcs230.stanford.edu/projects_spring_2018/reports/8289721.pdf · Solar energy has become a vital part of the energy infrastructure and ... copy and crop max pool