{"adoption": {"forks": 730, "observed_at": "2026-08-28T04:07:24.696773+00:00", "stars": 2839}, "canonical_url": "https://ross.abutalabs.com/products/mytt", "card": {"archived": false, "artifact_type": "library", "description": "MyTT将通达信,同花顺,文华麦语言等指标公式,最简移植到Python中,核心库单个文件，仅百行代码,十几个核心函数，神奇的实现所有常见技术指标算法（不依赖talib库）的纯python实现和转换通达信MACD,RSI,BOLL,ATR,KDJ,CCI,PSY等公式,全部基于pandas函数计算方法封装，简洁且高性能，能非常方便的应用在股票指标公式,股市期货量化框架分析,自动程序化交易,数字货币量化等领域,它是您最精练的股市量化工具。Python library with most stock market indicators.", "domain": ["fintech", "data-science"], "enriched": true, "function": ["math", "data-science", "developer-tools"], "health_score": 72, "homepage": null, "language": "Python", "license": null, "license_family": "other", "maturity": "active", "member_repos": ["mpquant/MyTT"], "name": "mpquant/MyTT", "platform": ["python", "cross-platform"], "pushed_at": "2026-06-13T02:30:29+00:00", "repo": "mpquant/MyTT", "stars": 2839, "tags": ["technical-analysis", "stock-indicators", "quantitative-trading", "tongdaxin", "talib-alternative", "numpy", "pandas", "trading-indicators", "cryptocurrency", "quant"], "topics": ["indicators", "python", "macd", "rsi", "boll", "atr", "kdj", "cci", "psy", "btc", "quant", "stock"], "urls": [], "use_cases": ["calculate MACD RSI BOLL indicators in python without talib", "convert tongdaxin indicator formulas to python", "compute technical indicators for BTC crypto trading strategies", "add moving averages and KDJ to a stock quant backtest", "lightweight technical analysis library for pandas dataframes", "port tonghuashun stock indicator formulas to python", "compute trading indicators matching tongdaxin output values"], "what_it_is": "MyTT is a lightweight single-file Python library that implements common stock market technical indicators (MACD, RSI, BOLL, ATR, KDJ, CCI, PSY, etc.) in pure Python using numpy and pandas, without requiring the ta-lib dependency. It is compatible with indicator formula syntax from Chinese trading platforms like Tongdaxin (通达信), Tonghuashun (同花顺), and Wenhua Mai language, making formula porting nearly effortless.", "when_to_avoid": ["you need a comprehensive, battle-tested indicator suite with extensive edge-case handling", "you require official licensing clarity for commercial use (repo shows no license)", "you need indicators beyond the common set or advanced statistical functions", "you need a maintained library with guaranteed long-term support"], "when_to_choose": ["you need common technical indicators without the painful ta-lib installation", "you want to port Tongdaxin/Tonghuashun indicator formulas to Python with minimal changes", "you want a tiny single-file library you can copy into any project", "you need sequence-in sequence-out indicator functions compatible with pandas/numpy workflows"]}, "data_as_of": "2026-08-30T08:39:29.467469+00:00", "members": [{"path": "/products/mytt", "repo": "mpquant/MyTT", "role": "main", "score": 71}], "provenance": {"archived": {"kind": "observed", "observed_at": "2026-08-28T04:07:24.696773+00:00", "source": "github"}, "artifact_type": {"confidence": null, "enriched_at": "2026-08-30T07:37:20.707719+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "df72fd125e64594207e82e1bab45c1a27661e5d752992e2109b69735ddd529df", "fetched_at": "2026-08-28T04:07:24.696773+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mpquant/MyTT"}, {"content_hash": "0e74c5e8e96c7d4d8684d2063a2b3242ee3cb39a9ffad9594c8c2b14f6ca5fa2", "fetched_at": "2026-08-29T09:52:59.494228+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mytt/json"}], "taxonomy_version": 1}, "description": {"kind": "observed", "observed_at": "2026-08-28T04:07:24.696773+00:00", "source": "github"}, "domain": {"confidence": null, "enriched_at": "2026-08-30T07:37:20.707719+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "df72fd125e64594207e82e1bab45c1a27661e5d752992e2109b69735ddd529df", "fetched_at": "2026-08-28T04:07:24.696773+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mpquant/MyTT"}, {"content_hash": "0e74c5e8e96c7d4d8684d2063a2b3242ee3cb39a9ffad9594c8c2b14f6ca5fa2", "fetched_at": "2026-08-29T09:52:59.494228+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mytt/json"}], "taxonomy_version": 1}, "enriched": {"inputs": [], "kind": "computed", "method": "enrichment_status"}, "function": {"confidence": null, "enriched_at": "2026-08-30T07:37:20.707719+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "df72fd125e64594207e82e1bab45c1a27661e5d752992e2109b69735ddd529df", "fetched_at": "2026-08-28T04:07:24.696773+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mpquant/MyTT"}, {"content_hash": "0e74c5e8e96c7d4d8684d2063a2b3242ee3cb39a9ffad9594c8c2b14f6ca5fa2", "fetched_at": "2026-08-29T09:52:59.494228+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mytt/json"}], "taxonomy_version": 1}, "health_score": {"inputs": ["days_since_push", "days_since_release", "archived"], "kind": "computed", "method": "health_v1"}, "homepage": {"kind": "observed", "observed_at": "2026-08-28T04:07:24.696773+00:00", "source": "github"}, "language": {"kind": "observed", "observed_at": "2026-08-28T04:07:24.696773+00:00", "source": "github"}, "license": {"kind": "observed", "observed_at": "2026-08-28T04:07:24.696773+00:00", "source": "github"}, "license_family": {"inputs": ["license"], "kind": "computed", "method": "license_family"}, "maturity": {"confidence": null, "enriched_at": "2026-08-30T07:37:20.707719+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "df72fd125e64594207e82e1bab45c1a27661e5d752992e2109b69735ddd529df", "fetched_at": "2026-08-28T04:07:24.696773+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mpquant/MyTT"}, {"content_hash": "0e74c5e8e96c7d4d8684d2063a2b3242ee3cb39a9ffad9594c8c2b14f6ca5fa2", "fetched_at": "2026-08-29T09:52:59.494228+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mytt/json"}], "taxonomy_version": 1}, "member_repos": {"kind": "observed", "observed_at": "2026-08-28T04:07:24.696773+00:00", "source": "github"}, "name": {"kind": "observed", "observed_at": "2026-08-28T04:07:24.696773+00:00", "source": "github"}, "platform": {"confidence": null, "enriched_at": "2026-08-30T07:37:20.707719+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "df72fd125e64594207e82e1bab45c1a27661e5d752992e2109b69735ddd529df", "fetched_at": "2026-08-28T04:07:24.696773+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mpquant/MyTT"}, {"content_hash": "0e74c5e8e96c7d4d8684d2063a2b3242ee3cb39a9ffad9594c8c2b14f6ca5fa2", "fetched_at": "2026-08-29T09:52:59.494228+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mytt/json"}], "taxonomy_version": 1}, "pushed_at": {"kind": "observed", "observed_at": "2026-08-28T04:07:24.696773+00:00", "source": "github"}, "repo": {"kind": "observed", "observed_at": "2026-08-28T04:07:24.696773+00:00", "source": "github"}, "stars": {"kind": "observed", "observed_at": "2026-08-28T04:07:24.696773+00:00", "source": "github"}, "tags": {"confidence": null, "enriched_at": "2026-08-30T07:37:20.707719+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "df72fd125e64594207e82e1bab45c1a27661e5d752992e2109b69735ddd529df", "fetched_at": "2026-08-28T04:07:24.696773+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mpquant/MyTT"}, {"content_hash": "0e74c5e8e96c7d4d8684d2063a2b3242ee3cb39a9ffad9594c8c2b14f6ca5fa2", "fetched_at": "2026-08-29T09:52:59.494228+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mytt/json"}], "taxonomy_version": 1}, "topics": {"kind": "observed", "observed_at": "2026-08-28T04:07:24.696773+00:00", "source": "github"}, "urls": {"kind": "observed", "observed_at": "2026-08-28T04:07:24.696773+00:00", "source": "github"}, "use_cases": {"confidence": null, "enriched_at": "2026-08-30T07:37:20.707719+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "df72fd125e64594207e82e1bab45c1a27661e5d752992e2109b69735ddd529df", "fetched_at": "2026-08-28T04:07:24.696773+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mpquant/MyTT"}, {"content_hash": "0e74c5e8e96c7d4d8684d2063a2b3242ee3cb39a9ffad9594c8c2b14f6ca5fa2", "fetched_at": "2026-08-29T09:52:59.494228+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mytt/json"}], "taxonomy_version": 1}, "what_it_is": {"confidence": null, "enriched_at": "2026-08-30T07:37:20.707719+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "df72fd125e64594207e82e1bab45c1a27661e5d752992e2109b69735ddd529df", "fetched_at": "2026-08-28T04:07:24.696773+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mpquant/MyTT"}, {"content_hash": "0e74c5e8e96c7d4d8684d2063a2b3242ee3cb39a9ffad9594c8c2b14f6ca5fa2", "fetched_at": "2026-08-29T09:52:59.494228+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mytt/json"}], "taxonomy_version": 1}, "when_to_avoid": {"confidence": null, "enriched_at": "2026-08-30T07:37:20.707719+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "df72fd125e64594207e82e1bab45c1a27661e5d752992e2109b69735ddd529df", "fetched_at": "2026-08-28T04:07:24.696773+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mpquant/MyTT"}, {"content_hash": "0e74c5e8e96c7d4d8684d2063a2b3242ee3cb39a9ffad9594c8c2b14f6ca5fa2", "fetched_at": "2026-08-29T09:52:59.494228+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mytt/json"}], "taxonomy_version": 1}, "when_to_choose": {"confidence": null, "enriched_at": "2026-08-30T07:37:20.707719+00:00", "kind": "inferred", "prompt_version": 1, "sources": [{"content_hash": "df72fd125e64594207e82e1bab45c1a27661e5d752992e2109b69735ddd529df", "fetched_at": "2026-08-28T04:07:24.696773+00:00", "kind": "readme", "missing": false, "url": "https://github.com/mpquant/MyTT"}, {"content_hash": "0e74c5e8e96c7d4d8684d2063a2b3242ee3cb39a9ffad9594c8c2b14f6ca5fa2", "fetched_at": "2026-08-29T09:52:59.494228+00:00", "kind": "registry_pypi", "missing": false, "url": "https://pypi.org/pypi/mytt/json"}], "taxonomy_version": 1}}, "score": {"components": {"activity": 87, "longevity": 100, "rhythm": 35}, "computed_at": "2026-09-03T02:39:23.370411+00:00", "flags": ["no_releases", "no_license"], "formula": "round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)", "inputs": {"age_days": 1933, "days_push": 82, "days_rel": null, "gap_med": null, "n_releases_24m": 0}, "score": 71, "version": 2}, "staleness": {"enrichment_outdated": false, "low_confidence": false, "scrape_days": 9, "stale_scrape": false}}