Search for tag: "dataset"

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Advanced Machine Learning 2022 - day 28 Style… duration 1 hour 12 minutes Advanced Machine Learning 2022 - day 28 Style… Advanced Machine Learning 2022 - day 28 Style Transfer	Advanced Machine Learning 2022 - day 28 Style Transfer Image gradients; Style Transfer image style features images things class loss dataset kinds network bit function content feature lot level labels examples water correlation From Andrew Fagg 0 likes 6 plays 0
Advanced Machine Learning 2022 - day 23… duration 1 hour 14 minutes Advanced Machine Learning 2022 - day 23… Advanced Machine Learning 2022 - day 23 Autoencoders	Advanced Machine Learning 2022 - day 23 Autoencoders Autoencoders space point things image parameters network batch dataset kinds points representation thing problem lot homework lines layers linear idea questions From Andrew Fagg 0 likes 8 plays 0
Chenguang Xu (06/April/2022) duration 39 minutes 48 seconds Chenguang Xu (06/April/2022) Chenguang Xu (06/April/2022)	Chenguang Xu (06/April/2022) patterns district table regression trend voting dataset correlation variables paradox things visualization effects percentage share distance attributes types matrix side From Sina Khanmohammadi 0 likes 41 plays 0
Advanced Machine Learning 2022 - Generators duration 29 minutes 4 seconds Advanced Machine Learning 2022 - Generators Advanced Machine Learning 2022 - Generators	Advanced Machine Learning 2022 - Generators Generators, ImageDataGenerators images generator validation training image batch dataset batches process object epoch loop things homework range testing step gradient desk memory From Andrew Fagg 0 likes 10 plays 0
Advanced Machine Learning 2022 - HW3 Intro duration 17 minutes 11 seconds Advanced Machine Learning 2022 - HW3 Intro Advanced Machine Learning 2022 - HW3 Intro	Advanced Machine Learning 2022 - HW3 Intro Homework 3 object validation dataset classes objects scissors mugs images mug class training files glasses homework accuracy testing rotation layers network test From Andrew Fagg 0 likes 2 plays 0
Advanced Machine Learning 2022 - day 12… duration 1 hour 20 minutes Advanced Machine Learning 2022 - day 12… Advanced Machine Learning 2022 - day 12 Convolutional Neural Networks	Advanced Machine Learning 2022 - day 12 Convolutional Neural Networks Convolutional neural networks: first code, 2D convolution; Dropout; First image classification architecture layer class kernel things input questions image bit images training point network dataset validation parameters size model padding channels thing From Andrew Fagg 0 likes 15 plays 0
Advanced Machine Learning 2022 - day 08… duration 34 minutes 57 seconds Advanced Machine Learning 2022 - day 08… Advanced Machine Learning 2022 - day 08 Supplemental HW1 Code	Advanced Machine Learning 2022 - day 08 Supplemental HW1 Code Experiment control code for HW1; Cross-Validation with variations in training set size. training folds bit validation arguments rotation dataset things function parameter homework command shoulder thing dictionary error experiment model outputs exp From Andrew Fagg 0 likes 10 plays 0
Advanced Machine Learning 2022 - day 08… duration 22 minutes 26 seconds Advanced Machine Learning 2022 - day 08… Advanced Machine Learning 2022 - day 08 Supplemental Cross-Validation	Advanced Machine Learning 2022 - day 08 Supplemental Cross-Validation Cross-Validation for examining model sensitivity for training set size. HW 1 training model validation performance folds size homework test fold respect rotation models testing process question row metrics bit practice dataset From Andrew Fagg 0 likes 11 plays 0
Advanced Machine Learning 2022 - day 08… duration 1 hour 14 minutes Advanced Machine Learning 2022 - day 08… Advanced Machine Learning 2022 - day 08 Cross-Validation	Advanced Machine Learning 2022 - day 08 Cross-Validation Cross-Validation; large-scale experiment design; HW 1 model test training performance dataset validation things point bit models hypothesis homework variance approach question difference questions universe thing parameters From Andrew Fagg 0 likes 13 plays 0
Advanced Machine Learning 2022 - day 06… duration 1 hour 15 minutes Advanced Machine Learning 2022 - day 06… Advanced Machine Learning 2022 - day 06 Implementing DL Experiments	Advanced Machine Learning 2022 - day 06 Implementing DL Experiments Writing python files that are supercomputer-ready; saving/retrieving experiment state to/from pickle files; command-line execution of experiments things training point bit experiments experiment process function arguments questions epochs validation command supercomputer string directory base files history dataset From Andrew Fagg 0 likes 43 plays 0
Machine Learning Practice: Compute Server:… duration 16 minutes 58 seconds Machine Learning Practice: Compute Server:… Machine Learning Practice: Compute Server: Getting Connected	Machine Learning Practice: Compute Server: Getting Connected Zoom Recording ID: 4053258606 UUID: fa7SB5jxSYOwSZWownXupQ== Meeting Time: 2021-08-23 09:07:45pm drive machine google cell environment notebook files things jupyter semester colab lab interface demonstration bit couple videos dictionary dataset moment From Andrew Fagg 0 likes 47 plays 0
Advanced Machine Learning - Day 14 duration 1 hour 19 minutes Advanced Machine Learning - Day 14 Advanced Machine Learning - Day 14	Advanced Machine Learning - Day 14 Convolutional Neural Networks in practice vchr3051 class classes layer image cross network entropy log output objects loss probability things bit dataset parameters object images label validation From Andrew Fagg 0 likes 45 plays 0
Advanced Machine Learning - Day 9 duration 1 hour 21 minutes Advanced Machine Learning - Day 9 Advanced Machine Learning - Day 9	Advanced Machine Learning - Day 9 Cross-validation; HW 2 vchr3051 training validation model test rotation performance hyperparameters dataset parameters choice sample choices folds questions process models question rotations experiment layers From Andrew Fagg 0 likes 38 plays 0
Advanced Machine Learning - Day 8 duration 1 hour 17 minutes Advanced Machine Learning - Day 8 Advanced Machine Learning - Day 8	Advanced Machine Learning - Day 8 Experiment design vchr3051 test performance model validation hyperparameters distribution degree hyperparameter choice training dataset choices question parameters samples models things tests bit variance From Andrew Fagg 0 likes 26 plays 0
Managing Research Files duration 4 minutes 58 seconds Managing Research Files Managing Research Files	Managing Research Files Links from video Readme instructions: https://libraries.ou.edu/content/how-make-readmetxt-file Powerpoint with transcript as notes: https://osf.io/48p9d/ Direct link to quiz:… files projects folders folder directory text extensions programs machine analysis principles collaborators systems spaces underscore computer collection dataset data readme From Claire Curry 0 likes 2,462 plays 0