{"id":25042714,"url":"https://github.com/neeraj1bh/diffusion-models","last_synced_at":"2025-06-11T06:05:54.394Z","repository":{"id":225190610,"uuid":"765302302","full_name":"neeraj1bh/diffusion-models","owner":"neeraj1bh","description":"In How Diffusion Models Work, you will gain a deep familiarity with the diffusion process and the models which carry it out. More than simply pulling in a pre-built model or using an API, this course will teach you to build a diffusion model from scratch.","archived":false,"fork":false,"pushed_at":"2024-03-02T12:28:58.000Z","size":71222,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-03-30T23:15:00.723Z","etag":null,"topics":["context","controlling","coursera","diffusion-models","fast-sampling","neural-network","sampling","speeding-up","training"],"latest_commit_sha":null,"homepage":"https://www.deeplearning.ai/short-courses/how-diffusion-models-work/","language":"Jupyter Notebook","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/neeraj1bh.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,"governance":null,"roadmap":null,"authors":null,"dei":null}},"created_at":"2024-02-29T16:56:44.000Z","updated_at":"2024-03-02T12:33:10.000Z","dependencies_parsed_at":"2024-02-29T18:51:09.980Z","dependency_job_id":null,"html_url":"https://github.com/neeraj1bh/diffusion-models","commit_stats":null,"previous_names":["neeraj1bh/diffusion-models"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neeraj1bh%2Fdiffusion-models","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neeraj1bh%2Fdiffusion-models/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neeraj1bh%2Fdiffusion-models/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neeraj1bh%2Fdiffusion-models/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/neeraj1bh","download_url":"https://codeload.github.com/neeraj1bh/diffusion-models/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/neeraj1bh%2Fdiffusion-models/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":259211830,"owners_count":22822378,"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":["context","controlling","coursera","diffusion-models","fast-sampling","neural-network","sampling","speeding-up","training"],"created_at":"2025-02-06T04:47:05.634Z","updated_at":"2025-06-11T06:05:54.376Z","avatar_url":"https://github.com/neeraj1bh.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## How Diffusion Models Work: Course Overview\n\n\"**How Diffusion Models Work**\" offers an in-depth exploration into the realm of diffusion-based generative AI, empowering learners to build their own models. Key course features include:\n\n- **In-Depth Learning**: Understand the nuances of diffusion processes and model mechanisms beyond using standard tools.\n- **Practical Skills**: Engage in labs focusing on model sampling, training, neural network development, and contextual image generation.\n- **Foundational Knowledge**: Conclude with a robust model foundation, inspiring further exploration in diffusion model applications.\n\nFacilitated by Sharon Zhou, this concise course enhances your generative AI toolkit, emphasizing practical experience through interactive content and Jupyter notebooks.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneeraj1bh%2Fdiffusion-models","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fneeraj1bh%2Fdiffusion-models","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fneeraj1bh%2Fdiffusion-models/lists"}