{"id":24716950,"url":"https://github.com/sc4recoin/neuroevolution-btc-trader","last_synced_at":"2025-10-09T14:30:21.021Z","repository":{"id":43002443,"uuid":"136774593","full_name":"SC4RECOIN/NeuroEvolution-BTC-Trader","owner":"SC4RECOIN","description":"Building a population of models that trade crypto and mutate iteratively","archived":false,"fork":false,"pushed_at":"2021-03-09T21:16:03.000Z","size":106155,"stargazers_count":155,"open_issues_count":4,"forks_count":44,"subscribers_count":14,"default_branch":"master","last_synced_at":"2024-04-18T04:17:15.419Z","etag":null,"topics":["algorithmic-trading","algotrading","bitcoin","bot","genetic","genetic-algorithm","neuroevolution","reinforcement-learning","trading","trading-bot"],"latest_commit_sha":null,"homepage":"","language":"Go","has_issues":false,"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/SC4RECOIN.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}},"created_at":"2018-06-10T02:55:49.000Z","updated_at":"2024-04-11T00:51:40.000Z","dependencies_parsed_at":"2022-09-04T22:00:41.310Z","dependency_job_id":null,"html_url":"https://github.com/SC4RECOIN/NeuroEvolution-BTC-Trader","commit_stats":null,"previous_names":["sc4recoin/tensorflow-neuroevolution-trading-bot"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SC4RECOIN%2FNeuroEvolution-BTC-Trader","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SC4RECOIN%2FNeuroEvolution-BTC-Trader/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SC4RECOIN%2FNeuroEvolution-BTC-Trader/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SC4RECOIN%2FNeuroEvolution-BTC-Trader/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SC4RECOIN","download_url":"https://codeload.github.com/SC4RECOIN/NeuroEvolution-BTC-Trader/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":235826621,"owners_count":19051122,"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":["algorithmic-trading","algotrading","bitcoin","bot","genetic","genetic-algorithm","neuroevolution","reinforcement-learning","trading","trading-bot"],"created_at":"2025-01-27T09:15:03.035Z","updated_at":"2025-10-09T14:30:15.638Z","avatar_url":"https://github.com/SC4RECOIN.png","language":"Go","funding_links":[],"categories":[],"sub_categories":[],"readme":"# NeuroEvolution BTC Trader\n\nThe goal of this project was to create a model that would trade on technicals through neuroevolution. The initial population is built given a specified network topology and assigned random weights. For each generation, these weights are randomly mutated and each network is assigned a fitness value based on its performance. A pooling algorithm is then used to select models for the next generation and the process is repeated. Models with a higher fitness tend to make it to the next generation where their weights are mutated and ideally create a higher performing generation.\n\nSee [python branch](https://github.com/SC4RECOIN/NeuroEvolution-BTC-Trader/tree/python) for original implementation\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsc4recoin%2Fneuroevolution-btc-trader","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsc4recoin%2Fneuroevolution-btc-trader","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsc4recoin%2Fneuroevolution-btc-trader/lists"}