{"id":24824734,"url":"https://github.com/vishal815/deep-learing-notes","last_synced_at":"2026-01-06T13:06:25.299Z","repository":{"id":229715265,"uuid":"777456782","full_name":"vishal815/Deep-Learing-notes","owner":"vishal815","description":"Welcome to the Deep Learning Notes repository! This collection of notes is designed to provide a deep understanding, intuition, and real-world implications of deep learning. Whether you're a beginner or preparing for exams and interviews, these comprehensive and colorful notes will be your go-to readme resource. ","archived":false,"fork":false,"pushed_at":"2024-03-25T22:27:47.000Z","size":3,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-30T20:57:04.540Z","etag":null,"topics":["ai","ann","backpropagation","cnn","computer-science","deep-learning","education","exam-preparation","gan","interview-preparation","learning-resources","loss-functions","machine-learning","neural-networks","notes","optimizer","optimizers","rnn","transformer"],"latest_commit_sha":null,"homepage":"","language":null,"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/vishal815.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":"2024-03-25T22:12:23.000Z","updated_at":"2024-07-03T21:04:16.000Z","dependencies_parsed_at":"2024-03-25T23:33:00.977Z","dependency_job_id":"b6981f29-7afa-4314-ba8b-a53a3832b86a","html_url":"https://github.com/vishal815/Deep-Learing-notes","commit_stats":null,"previous_names":["vishal815/deep-learing-notes"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vishal815%2FDeep-Learing-notes","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vishal815%2FDeep-Learing-notes/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vishal815%2FDeep-Learing-notes/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/vishal815%2FDeep-Learing-notes/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/vishal815","download_url":"https://codeload.github.com/vishal815/Deep-Learing-notes/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":245563040,"owners_count":20635907,"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":["ai","ann","backpropagation","cnn","computer-science","deep-learning","education","exam-preparation","gan","interview-preparation","learning-resources","loss-functions","machine-learning","neural-networks","notes","optimizer","optimizers","rnn","transformer"],"created_at":"2025-01-30T20:57:06.709Z","updated_at":"2026-01-06T13:06:25.214Z","avatar_url":"https://github.com/vishal815.png","language":null,"readme":"# Deep-Learning-notes\n- This is useful for deep understanding intuition and real implications of deep learning and it will help clear any exam and interview.\n\n![20240326_013851](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/851b67ec-6cb2-4bcd-ae08-046250e847d9)\n![20240326_013906](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/602bbaca-6aa3-4037-98dc-f03a63500fd2)\n![20240326_013920](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/e1f993a0-6a6a-4d0c-875d-1431477f48d5)\n![20240326_013942](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/7ea87b49-a995-43f3-8d49-59211a0099c1)\n![20240326_013959](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/34696307-8cd4-44d1-92d5-bf6f805c1329)\n![20240326_014015](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/3d960773-9168-4594-8510-49a265085161)\n![20240326_014029](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/09c50789-6690-48b9-8005-13faf8f8e1db)\n![20240326_014053](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/7adf8882-9493-4cbe-a3fa-08ab3bb20366)\n![20240326_014107](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/49b12ef5-0e52-4d57-a950-7453e655553a)\n![20240326_014159](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/c62b2d57-8a04-407a-9bfc-0ca16cc0950e)\n![20240326_014215](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/30f606b1-5dc6-4e99-acb6-dd92db30b4ba)\n![20240326_014242](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/7c69b4d7-eea1-485f-a5ae-7048068ed9ab)\n![20240326_014254](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/e2dd9c14-7d87-41c4-84f4-94b274360634)\n![20240326_014305](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/b7ef4357-f7bf-4a80-ba13-72df87f6c16a)\n![20240326_014316](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/cbc5325c-9efc-4ef1-afda-01505800b502)\n![20240326_014330](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/92fe64ac-b3a4-4a63-8e5a-bb964e8cef9f)\n![20240326_014342](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/eeea781b-2bc3-4975-97ac-16f0f5f337d3)\n![20240326_014356](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/24723072-d6a1-483e-b9c9-e3238f5cbde6)\n![20240326_014422](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/8e5c0366-3836-4de4-97cb-be48fd4493b0)\n![20240326_014434](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/96c94f3c-6a82-45f6-80ed-8db0dfed9a92)\n![20240326_014444](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/d58c6ce8-0576-46b8-97ab-e7f77e3fc1b2)\n![20240326_014456](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/296e0ddf-a2f6-43b6-b97b-9b49c6a5f81c)\n![20240326_014506](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/c43ee411-c98c-443c-915c-a5619dc162f6)\n![20240326_014515](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/01e52324-d3b1-4064-acd7-2a5927a00271)\n![20240326_014552](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/9cc047c4-7daa-40be-ae7f-166c124cadf8)\n![20240326_014611](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/0d4194aa-dd9c-4012-8d44-9406d724e409)\n![20240326_014626](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/47c565eb-2fe5-4d05-b088-b14272eafe1c)\n![20240326_014634](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/29eb298b-42c8-4911-a101-0efa9e6e929e)\n![20240326_014650](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/1bb78ad6-b2ab-4a32-bbea-311a4ccffca7)\n![20240326_014702](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/9abe4715-ce26-488f-a77a-c3b66df5d57e)\n![20240326_014712](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/1c04bbde-4ecf-42c2-871e-9638b63efc65)\n![20240326_014723](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/a998d9b2-e47c-482c-b737-a7675b39b45f)\n![20240326_014735](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/dbdd319c-f225-4bcc-a5a0-8b83e20a9033)\n![20240326_014748](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/073a7832-fce2-4a9f-92e9-b9609eff2a08)\n![20240326_014759](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/baff885d-b9f1-4c1c-91e1-7c12a5de80ee)\n![20240326_014808](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/6aa4b632-7ca4-4667-bea9-a1830dc80c52)\n![20240326_014822](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/0266af0f-86ca-4b06-91c3-a6a07359e9d1)\n![20240326_014833](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/ef34a4f7-30c9-4075-983a-ddb3d003e15f)\n![20240326_014850](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/4650a900-8356-4a0c-ab49-7c33408fe7ec)\n![20240326_014904](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/cabb2ea8-256b-40ca-9fdf-10b14ab2b93d)\n![20240326_014912](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/e15b348a-aef0-46cd-8c47-696aafb588f3)\n![20240326_014926](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/4566345d-2054-47d1-af30-84c71982d337)\n![20240326_012939](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/12e72861-2b0d-447a-a3a8-baa464585e7b)\n![20240326_013029](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/a2300718-e2d4-43f5-959b-7e8a1abb860e)\n![20240326_013042](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/c927b875-cd1f-4241-a800-62444a9f7977)\n![20240326_013135](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/d5473eac-930c-4611-8368-d529589cde9e)\n![20240326_013149](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/3602818f-67b6-437a-866d-77a582833878)\n![20240326_013200](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/621887b1-c270-462e-9c22-685067331d4b)\n![20240326_013220](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/f406b89a-a8a3-48df-8c3d-98cd09f90cf1)\n![20240326_013249](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/c17cdc38-0a96-4a08-a03d-9dc8208ea7e4)\n![20240326_013320](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/72e8df1d-f896-44a8-9726-c5648df05ab3)\n![20240326_013334](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/c87a83ea-94f5-4bbc-bdc9-8b3fe994145c)\n![20240326_013350](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/aac33792-8e89-48bd-80f9-c1991bca7b13)\n![20240326_013409](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/084a6628-dfc1-4738-ba06-79492a3217cd)\n![20240326_013433](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/c6b82f16-9417-4340-a958-0de67da410be)\n![20240326_013451](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/53c221f2-f321-421a-a3d5-dbc6de6e2d45)\n![20240326_013525](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/d6cca7a0-7fcb-4b00-9e6e-76cec1768ae4)\n![20240326_013540](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/e9847213-1570-42de-a07f-c69e1d785f7b)\n![20240326_013550](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/2150f039-3d73-412f-8dbb-7472f0e63c78)\n![20240326_013604](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/0412db7e-c5e0-431f-94e3-4aa8f2a58fcf)\n![20240326_013616](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/08ee2ef8-57f9-4415-9009-8ac637ce1ab4)\n![20240326_013645](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/0c8193ee-8eca-4128-980f-4088f8bf7f41)\n![20240326_013657](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/a3761013-d1ef-48f7-903b-bf8fa80ce626)\n![20240326_013721](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/f0cfdfa0-0889-4964-8830-605c72805d8f)\n![20240326_013736](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/c2c3bd4e-ec52-473b-b513-5d386e68410c)\n![20240326_013751](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/8faa7d3a-22b5-4876-8627-79df2ac1144d)\n![20240326_013808](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/049cbc24-c7d9-4a7b-aeca-894574090a87)\n![20240326_013818](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/5ace2f76-332b-4c0d-8950-cfc4c8960315)\n![20240326_013830](https://github.com/vishal815/Deep-Learing-notes/assets/83393190/8453856b-98dc-4dae-82bf-3e3c19506a2f)\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvishal815%2Fdeep-learing-notes","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvishal815%2Fdeep-learing-notes","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvishal815%2Fdeep-learing-notes/lists"}