{"id":28418203,"url":"https://github.com/burnycoder/neural-network-xor-visualized","last_synced_at":"2026-01-30T17:30:57.622Z","repository":{"id":291890500,"uuid":"979123247","full_name":"BurnyCoder/neural-network-xor-visualized","owner":"BurnyCoder","description":"Interactive visualization of a simple neural network training on the XOR dataset","archived":false,"fork":false,"pushed_at":"2025-05-07T03:15:40.000Z","size":11,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-27T16:48:27.216Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"HTML","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/BurnyCoder.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,"zenodo":null}},"created_at":"2025-05-07T03:13:09.000Z","updated_at":"2025-05-07T03:15:43.000Z","dependencies_parsed_at":"2025-05-07T04:25:11.476Z","dependency_job_id":"1a2157e2-4b00-4f9a-8c53-eac43c91fee0","html_url":"https://github.com/BurnyCoder/neural-network-xor-visualized","commit_stats":null,"previous_names":["burnycoder/neural-network-xor-visualized"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/BurnyCoder/neural-network-xor-visualized","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BurnyCoder%2Fneural-network-xor-visualized","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BurnyCoder%2Fneural-network-xor-visualized/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BurnyCoder%2Fneural-network-xor-visualized/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BurnyCoder%2Fneural-network-xor-visualized/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BurnyCoder","download_url":"https://codeload.github.com/BurnyCoder/neural-network-xor-visualized/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BurnyCoder%2Fneural-network-xor-visualized/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":28916068,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-01-30T16:37:38.804Z","status":"ssl_error","status_checked_at":"2026-01-30T16:37:37.878Z","response_time":66,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.5:443 state=error: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"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":"2025-06-04T09:50:46.261Z","updated_at":"2026-01-30T17:30:57.600Z","avatar_url":"https://github.com/BurnyCoder.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# neural-network-xor-visualized\nInteractive visualization of a simple neural network training on the XOR dataset\n\n![image](https://github.com/user-attachments/assets/7c5fda76-06a2-417f-9db4-6c948730c953)\n\nOpen network.html\n\nNetwork Structure:\nOverall Layout: The network is organized into three vertical sections:\nInput Layer (Left): Shows the neurons that receive the initial data (e.g., [0,0], [0,1]).\nHidden Layer (Middle): An intermediate layer of neurons that processes information from the input layer. The complexity of patterns the network can learn often depends on this layer.\nOutput Layer (Right): Shows the neuron(s) that produce the network's final prediction (e.g., trying to match 0 or 1 for XOR).\nNeurons (Circles): Each circle represents a single neuron or processing unit.\nNeuron Color: The color of a neuron indicates its activation level.\nDarker/Cooler Color (e.g., dark blue/grayish): Represents a low activation (close to 0). The neuron is not firing strongly.\nBrighter/Warmer Color (e.g., light blue evolving to yellowish): Represents a high activation (close to 1). The neuron is firing strongly.\nNeuron Labels (e.g., I0, H1, O0): These are simple identifiers for each neuron (I for Input, H for Hidden, O for Output, followed by an index).\n\nConnections (Weights):\nLines between Neurons: These lines represent the connections between neurons. Each connection has an associated weight.\nWeight's Role: A weight determines the strength and influence of one neuron's output on another neuron in the next layer. During training, the network learns by adjusting these weights.\nConnection Line Thickness:\nThicker Line: Indicates a stronger influence (higher absolute value of the weight). The signal passing through this connection will have a more significant impact on the receiving neuron.\nThinner Line: Indicates a weaker influence (lower absolute value of the weight).\nConnection Line Color:\nGreen Line: Represents a positive weight. A positive weight means that if the sending neuron is highly activated, it will excite (try to increase the activation of) the receiving neuron.\nRed Line: Represents a negative weight. A negative weight means that if the sending neuron is highly activated, it will inhibit (try to decrease the activation of) the receiving neuron.\nOpacity/Intensity of Color: The more saturated or opaque the color (green or red), the larger the magnitude of the positive or negative weight, complementing the thickness cue.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fburnycoder%2Fneural-network-xor-visualized","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fburnycoder%2Fneural-network-xor-visualized","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fburnycoder%2Fneural-network-xor-visualized/lists"}