{"id":19531877,"url":"https://github.com/zhanpenghe/usc-cs-courses","last_synced_at":"2025-04-26T13:32:18.980Z","repository":{"id":37069243,"uuid":"103728594","full_name":"zhanpenghe/USC-CS-Courses","owner":"zhanpenghe","description":"Upload some of the assignments or projects for record.","archived":false,"fork":false,"pushed_at":"2022-12-30T05:02:08.000Z","size":22828,"stargazers_count":4,"open_issues_count":16,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2023-03-04T03:52:46.345Z","etag":null,"topics":["android","angular4","artificial-intelligence","coursework","knowledgebase","minimax","nodjs","robotics","searching-algorithms","usc","webtechnology"],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/zhanpenghe.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2017-09-16T05:48:53.000Z","updated_at":"2022-07-12T06:36:59.000Z","dependencies_parsed_at":"2023-01-31T10:45:55.793Z","dependency_job_id":null,"html_url":"https://github.com/zhanpenghe/USC-CS-Courses","commit_stats":null,"previous_names":[],"tags_count":null,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zhanpenghe%2FUSC-CS-Courses","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zhanpenghe%2FUSC-CS-Courses/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zhanpenghe%2FUSC-CS-Courses/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/zhanpenghe%2FUSC-CS-Courses/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/zhanpenghe","download_url":"https://codeload.github.com/zhanpenghe/USC-CS-Courses/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":224036382,"owners_count":17245034,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["android","angular4","artificial-intelligence","coursework","knowledgebase","minimax","nodjs","robotics","searching-algorithms","usc","webtechnology"],"created_at":"2024-11-11T01:44:51.726Z","updated_at":"2024-11-11T01:44:52.615Z","avatar_url":"https://github.com/zhanpenghe.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# USC-Master-Courses\nUpload some of the assignments or projects for record.\n\n#### 2017FALL:\n* [CSCI 561: Foundations of Artificial Intelligence](csci561/)\n  * [HW1](csci561/HW1): Searching algorithms(BFS, DFS, SA) for playing a game alike N-Queens.\n  * [HW2](csci561/HW2): Minimax algorithms for playing the Fruit Rage game.\n  * [HW3](csci561/HW3): A knowledge base that uses first-order logic and resolution for inference.\n* [CSCI 571: Web Technologies](csci571/)\n\n#### 2018SPRING:\n* [CSCI 544: Applied Natural Language Processing](csci544/)\n* [CSCI 545: Robotics](csci545/)\n\n#### 2018FALL:\n* [CSCI 567: Machine Learning](csci567/)\n  * [P1](csci567/P1): K nearest neighbor (KNN) and linear regression.\n  * [P2](csci567/P2): Logistic regression and some neural network (mlp, cnn with backprop).\n  * [P3](csci567/P3): Decision trees and boosting (specifically, Adaboost).\n  * [P4](csci567/P4): K means and gaussian mixture models (GMM).\n  * [P5](csci567/P5): Hidden markov model (HMM) and principal component analysis (PCA).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzhanpenghe%2Fusc-cs-courses","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fzhanpenghe%2Fusc-cs-courses","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fzhanpenghe%2Fusc-cs-courses/lists"}