{"id":20651353,"url":"https://github.com/bhattbhavesh91/activiation-functions","last_synced_at":"2025-09-25T12:52:41.499Z","repository":{"id":108804248,"uuid":"275876340","full_name":"bhattbhavesh91/activiation-functions","owner":"bhattbhavesh91","description":"Simple Tutorial to Explain the Pros and Cons of Sigmoid Activation Function","archived":false,"fork":false,"pushed_at":"2021-05-29T12:58:56.000Z","size":54,"stargazers_count":3,"open_issues_count":0,"forks_count":5,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-29T06:11:21.321Z","etag":null,"topics":["activation-functions","deep-learning","neural-network","relu","sigmoid-function"],"latest_commit_sha":null,"homepage":"","language":"Jupyter 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Notebook","funding_links":["https://www.buymeacoffee.com/bhattbhavesh91"],"categories":[],"sub_categories":[],"readme":"# Activation Functions in Neural Networks\n\n**If you like my work, you can support me by buying me a coffee by clicking the link below**\n\n\u003ca href=\"https://www.buymeacoffee.com/bhattbhavesh91\" target=\"_blank\"\u003e\u003cimg src=\"https://www.buymeacoffee.com/assets/img/custom_images/orange_img.png\" alt=\"Buy Me A Coffee\" style=\"height: 41px !important;width: 174px !important;box-shadow: 0px 3px 2px 0px rgba(190, 190, 190, 0.5) !important;-webkit-box-shadow: 0px 3px 2px 0px rgba(190, 190, 190, 0.5) !important;\" \u003e\u003c/a\u003e\n\n## 1 Derivative of the Sigmoid Activation function\n* [Click here](https://youtu.be/G6djH3I0rG0)\n* Click on the image below\n\n[![Derivative of the Sigmoid Activation function](http://img.youtube.com/vi/G6djH3I0rG0/0.jpg)](http://www.youtube.com/watch?v=G6djH3I0rG0)\n\n\n## 2 Pros \u0026 Cons of Sigmoid Activation Function\n* [Click here](https://youtu.be/84T5l_bGhP0)\n* Click on the image below\n\n[![Pros \u0026 Cons of Sigmoid Activation Function](http://img.youtube.com/vi/84T5l_bGhP0/0.jpg)](http://www.youtube.com/watch?v=84T5l_bGhP0)\n\n\n### Want to know more about me?\n## Follow Me\n\u003ca href=\"https://twitter.com/_bhaveshbhatt\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/tw.png\" width=\"30\"\u003e\u003c/a\u003e\n\u003ca href=\"https://www.youtube.com/bhaveshbhatt8791/\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/ytb.png\" width=\"30\"\u003e\u003c/a\u003e\n\u003ca href=\"https://www.youtube.com/PythonTricks/\" target=\"_blank\"\u003e\u003cimg class=\"ai-subscribed-social-icon\" src=\"https://bhattbhavesh91.github.io/assets/images/python_logo.png\" width=\"30\"\u003e\u003c/a\u003e\n\u003ca href=\"https://github.com/bhattbhavesh91\" 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