{"id":21088260,"url":"https://github.com/hamidzr/next-block-prediction","last_synced_at":"2026-05-17T13:38:00.003Z","repository":{"id":106424733,"uuid":"107475235","full_name":"hamidzr/next-block-prediction","owner":"hamidzr","description":"Next block prediction in the block base visual programming environment, NetsBlox","archived":false,"fork":false,"pushed_at":"2017-12-17T00:10:03.000Z","size":413,"stargazers_count":1,"open_issues_count":0,"forks_count":1,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-10-11T06:47:44.375Z","etag":null,"topics":["keras","rnn","tensorflow","word2vec"],"latest_commit_sha":null,"homepage":"","language":"HTML","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/hamidzr.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","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":"2017-10-18T23:42:37.000Z","updated_at":"2020-12-17T19:04:12.000Z","dependencies_parsed_at":null,"dependency_job_id":"bfc71c98-1574-4dc2-a025-fec314d91d84","html_url":"https://github.com/hamidzr/next-block-prediction","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/hamidzr/next-block-prediction","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamidzr%2Fnext-block-prediction","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamidzr%2Fnext-block-prediction/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamidzr%2Fnext-block-prediction/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamidzr%2Fnext-block-prediction/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/hamidzr","download_url":"https://codeload.github.com/hamidzr/next-block-prediction/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/hamidzr%2Fnext-block-prediction/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":33140838,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-17T09:28:26.183Z","status":"ssl_error","status_checked_at":"2026-05-17T09:27:52.702Z","response_time":107,"last_error":"SSL_connect returned=1 errno=0 peeraddr=140.82.121.6:443 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":["keras","rnn","tensorflow","word2vec"],"created_at":"2024-11-19T21:16:36.013Z","updated_at":"2026-05-17T13:37:59.969Z","avatar_url":"https://github.com/hamidzr.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# NextBlock prediction in NetsBlox\n\n## Data\nThe raw dataset can be found at https://github.com/TUDelftScratchLab/ScratchDataset\n- my snap analyzer is [here](https://github.com/hamidzr/snap-analyzer)\n    - parsing projects into words and sentences.\n- tokenize and visualize the data\n    - what are the probability distributions\n    \n## Model\n- NGrams with different Ns\n- RNN with one hot encoding\n    - GRU, LTSM, Regularization (dropout, batch normalizaiton), RELU\n- Word embedding, word2vec\n    - dimensiality reduction for representation (T-SNE)\n- RNN with word2vec embeddings\n\n## Env Variables\n- `MAX_SCRIPT_SIZE` defaults to 40\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhamidzr%2Fnext-block-prediction","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhamidzr%2Fnext-block-prediction","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhamidzr%2Fnext-block-prediction/lists"}