{"id":21887818,"url":"https://github.com/arjuntheprogrammer/pytorch-neuralnetworkprogramming","last_synced_at":"2025-10-19T21:16:58.613Z","repository":{"id":101774764,"uuid":"401279484","full_name":"arjuntheprogrammer/PyTorch-NeuralNetworkProgramming","owner":"arjuntheprogrammer","description":null,"archived":false,"fork":false,"pushed_at":"2021-08-30T09:02:29.000Z","size":37828,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-01-26T20:29:39.711Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"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/arjuntheprogrammer.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,"publiccode":null,"codemeta":null}},"created_at":"2021-08-30T09:00:45.000Z","updated_at":"2021-08-30T09:02:32.000Z","dependencies_parsed_at":null,"dependency_job_id":"faa59550-c71d-4c21-bec3-d11acc35449c","html_url":"https://github.com/arjuntheprogrammer/PyTorch-NeuralNetworkProgramming","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arjuntheprogrammer%2FPyTorch-NeuralNetworkProgramming","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arjuntheprogrammer%2FPyTorch-NeuralNetworkProgramming/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arjuntheprogrammer%2FPyTorch-NeuralNetworkProgramming/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/arjuntheprogrammer%2FPyTorch-NeuralNetworkProgramming/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/arjuntheprogrammer","download_url":"https://codeload.github.com/arjuntheprogrammer/PyTorch-NeuralNetworkProgramming/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244895081,"owners_count":20527831,"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":[],"created_at":"2024-11-28T11:12:38.367Z","updated_at":"2025-10-19T21:16:53.576Z","avatar_url":"https://github.com/arjuntheprogrammer.png","language":"Jupyter Notebook","readme":"# Neural Network Programming - Deep Learning with PyTorch\n\nYouTube Playlist: \u003chttps://youtube.com/playlist?list=PLZbbT5o_s2xrfNyHZsM6ufI0iZENK9xgG\u003e\n\nBLOG REFERENCE: \u003chttps://deeplizard.com/learn/video/v5cngxo4mIg\u003e\n\n---\n\n## Course Lessons\n\n1. PyTorch Prerequisites - Syllabus For Neural Network Programming Course\n2. PyTorch Explained - Python Deep Learning Neural Network API\n3. PyTorch Install - Quick And Easy\n4. CUDA Explained - Why Deep Learning Uses GPUs\n5. Tensors Explained - Data Structures Of Deep Learning\n6. Rank, Axes, And Shape Explained - Tensors For Deep Learning\n7. CNN Tensor Shape Explained - Convolutional Neural Networks And Feature Maps\n8. PyTorch Tensors Explained - Neural Network Programming\n9. Creating PyTorch Tensors For Deep Learning - Best Options\n10. Flatten, Reshape, And Squeeze Explained - Tensors For Deep Learning With PyTorch\n11. CNN Flatten Operation Visualized - Tensor Batch Processing For Deep Learning\n12. Tensors For Deep Learning - Broadcasting And Element-Wise Operations With PyTorch\n13. Code For Deep Learning - ArgMax And Reduction Tensor Ops\n14. Dataset For Deep Learning - Fashion MNIST\n15. CNN Image Preparation Code Project - Learn To Extract, Transform, Load (ETL)\n16. PyTorch Datasets And DataLoaders - Training Set Exploration For Deep Learning And AI\n17. Build PyTorch CNN - Object Oriented Neural Networks\n18. CNN Layers - PyTorch Deep Neural Network Architecture\n19. CNN Weights - Learnable Parameters In PyTorch Neural Networks\n20. Callable Neural Networks - Linear Layers In Depth\n21. How To Debug PyTorch Source Code - Deep Learning In Python\n22. CNN Forward Method - PyTorch Deep Learning Implementation\n23. CNN Image Prediction With PyTorch - Forward Propagation Explained\n24. Neural Network Batch Processing - Pass Image Batch To PyTorch CNN\n25. CNN Output Size Formula - Bonus Neural Network Debugging Session\n26. CNN Training With Code Example - Neural Network Programming Course\n27. CNN Training Loop Explained - Neural Network Code Project\n28. CNN Confusion Matrix With PyTorch - Neural Network Programming\n29. Stack Vs Concat In PyTorch, TensorFlow \u0026 NumPy - Deep Learning Tensor Ops\n30. TensorBoard With PyTorch - Visualize Deep Learning Metrics\n31. Hyperparameter Tuning And Experimenting - Training Deep Neural Networks\n32. Training Loop Run Builder - Neural Network Experimentation Code\n33. CNN Training Loop Refactoring - Simultaneous Hyperparameter Testing\n34. PyTorch DataLoader Num_workers - Deep Learning Speed Limit Increase\n35. PyTorch On The GPU - Training Neural Networks With CUDA\n36. PyTorch Dataset Normalization - Torchvision.Transforms.Normalize()\n37. PyTorch DataLoader Source Code - Debugging Session\n38. PyTorch Sequential Models - Neural Networks Made Easy\n39. Batch Norm In PyTorch - Add Normalization To Conv Net Layers\n\n--\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farjuntheprogrammer%2Fpytorch-neuralnetworkprogramming","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Farjuntheprogrammer%2Fpytorch-neuralnetworkprogramming","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Farjuntheprogrammer%2Fpytorch-neuralnetworkprogramming/lists"}