Functions — github.com/TreborNamor/TradingView-Machine-Learning-GUI

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Functions188 in github.com/TreborNamor/TradingView-Machine-Learning-GUI

⨍ Functions 188◇ Types & classes 24

↓ 1 callersFunction_set_nested

Set a value in a nested dict, creating intermediate dicts as needed.

hyperview/config.py:165

↓ 1 callersMethod_setup_sessions

( self, ws: Any, credentials: TradingViewCredentials, chart_session: str,

hyperview/downloader/session.py:110

↓ 1 callersFunction_should_request_more

( request: CandleRequest, dataframe: pd.DataFrame, backfill_count: int, previous_oldest_time:

hyperview/downloader/session.py:264

↓ 1 callersMethod_stem

(self, request: CandleRequest)

hyperview/downloader/cache.py:55

↓ 1 callersFunction_validate_config

(config: dict[str, Any])

hyperview/config.py:194

↓ 1 callersFunction_validate_metrics

(value: Any, key: str)

hyperview/presets.py:194

↓ 1 callersFunction_validate_pairlist

(config: dict[str, Any])

hyperview/config.py:240

↓ 1 callersFunctionadx

Average Directional Index. Returns ``(ADX, +DI, -DI)``.

strategy/indicators.py:163

↓ 1 callersFunctionbuild_parser

()

hyperview/cli/__init__.py:12

↓ 1 callersFunctionconfigure_pycache

Redirect Python bytecode cache to a single project-level directory.

hyperview/runtime.py:8

↓ 1 callersMethodcovers_range

(self, frame: pd.DataFrame, request: CandleRequest)

hyperview/downloader/cache.py:32

↓ 1 callersMethodcreate

(cls, initial_equity: float)

hyperview/backtest/engine.py:97

↓ 1 callersMethoddefault_settings

(self)

strategy/adx_stochastic.py:27

↓ 1 callersMethoddefault_settings

(self)

strategy/macd_rsi.py:18

↓ 1 callersMethoddownload

(self)

hyperview/downloader/session.py:60

↓ 1 callersMethoddownload_pairs

Download candle data for multiple (symbol, exchange) pairs sequentially. Returns a dict keyed by ``"EXCHANGE:SYMBOL"`` with the candle DataFr

hyperview/downloader/client.py:48

↓ 1 callersFunctionestimate_bar_count

(timeframe: str, start: str | None, end: str | None)

hyperview/downloader/timeframes.py:63

↓ 1 callersFunctionfind_preset

( path: str | Path, *, strategy: str, pair: str, timeframe: str, session: str, adj

hyperview/presets.py:46

↓ 1 callersMethodgenerate_signals

Generate buy/sell signal columns on the candle DataFrame. The returned DataFrame **must** contain at least: - ``buy_signal`` (bool c

strategy/base.py:22

↓ 1 callersFunctionget_strategy

Look up a strategy by name and return an instance.

strategy/__init__.py:24

↓ 1 callersMethodlist_cached

List all cached datasets with their date ranges.

hyperview/downloader/client.py:79

↓ 1 callersFunctionload_config

Load configuration from JSON file(s), env-var overrides, then validate. Resolution order (last wins): 1. Built-in defaults 2. Primary

hyperview/config.py:58

↓ 1 callersFunctionmacd

MACD. Returns ``(macd_line, signal_line, histogram)``.

strategy/indicators.py:73

↓ 1 callersFunctionmain

()

hyperview/cli/__init__.py:92

↓ 1 callersFunctionmax_backfill_requests

(timeframe: str, start: str | None, end: str | None)

hyperview/downloader/timeframes.py:78

↓ 1 callersFunctionmerge_frames

(left: pd.DataFrame | None, right: pd.DataFrame)

hyperview/downloader/cache.py:97

↓ 1 callersFunctionnormalize_interval

(timeframe: str)

hyperview/downloader/timeframes.py:41

↓ 1 callersMethodobserve_equity

(self, curve_value: float)

hyperview/backtest/engine.py:130

↓ 1 callersFunctionprint_hyperopt_table

Print a rich-formatted table of top hyperopt results.

hyperview/cli/formatting.py:129

↓ 1 callersFunctionprint_summary_table

Print a rich-formatted summary table with a true PORTFOLIO aggregate row.

hyperview/cli/formatting.py:304

↓ 1 callersFunctionrequire_positive_number

( config: dict[str, Any], key: str, *, prefix: str = "", label: str = "Config value", )

hyperview/validators.py:77

↓ 1 callersFunctionresolve_credentials

()

hyperview/downloader/credentials.py:22

↓ 1 callersFunctionrsi

Relative Strength Index.

strategy/indicators.py:68

↓ 1 callersMethodrun

( self, signal_frame: pd.DataFrame | _CompiledSignalFrame, risk: RiskParameters,

hyperview/backtest/engine.py:161

↓ 1 callersFunctionrun_optimization

Top-level entry point for SL/TP optimization.

hyperview/hyperopt/optimizer.py:118

↓ 1 callersFunctionsave_best_preset

( path: str | Path, *, strategy: str, pair: str, timeframe: str, session: str, adj

hyperview/presets.py:74

↓ 1 callersFunctionstochastic

Stochastic Oscillator. Returns ``(%K, %D)``.

strategy/indicators.py:90

Method__init__

( self, signal_frame: pd.DataFrame, candle_request: CandleRequest, strategy: B

hyperview/hyperopt/optimizer.py:137

Method__init__

( self, pair_data: list[PairData], initial_equity: float = 100_000.0, )

hyperview/hyperopt/optimizer.py:191

Method__init__

(self, cache_dir: str | Path | None = None)

hyperview/downloader/client.py:16

Method__init__

(self, cache_dir: Path)

hyperview/downloader/cache.py:14

Method__init__

(self, request: CandleRequest)

hyperview/downloader/session.py:57

Method__init__

( self, candle_request: CandleRequest, initial_equity: float = 100_000.0, )

hyperview/backtest/engine.py:151

Method_dedup_key

(self, item: Any)

hyperview/hyperopt/optimizer.py:86

Method_dedup_key

(self, item: BacktestMetrics)

hyperview/hyperopt/optimizer.py:161

Method_dedup_key

(self, item: MultiPairCandidate)

hyperview/hyperopt/optimizer.py:218

Method_evaluate

(self, mode: Mode, sl_value: float, tp_value: float, objective: Objective)

hyperview/hyperopt/optimizer.py:151

Method_evaluate

(self, mode: Mode, sl_value: float, tp_value: float, objective: Objective)

hyperview/hyperopt/optimizer.py:207

Method_make_bundle

(self, request: OptimizationRequest, results: list[BacktestMetrics], output_path: Path)

hyperview/hyperopt/optimizer.py:164

Method_make_bundle

(self, request: OptimizationRequest, results: list[MultiPairCandidate], output_path: Path)

hyperview/hyperopt/optimizer.py:221

Functionad

Chaikin A/D Line via TA-Lib.

strategy/indicators.py:244

Functionaroon

Aroon indicator via TA-Lib. Returns (aroon_down, aroon_up).

strategy/indicators.py:178

Functionatr

Average True Range.

strategy/indicators.py:203

Functionbollinger_bands

Bollinger Bands. Returns ``(upper, middle, lower)``.

strategy/indicators.py:208

Methodcache_dir

(self)

hyperview/downloader/client.py:20

Functioncci

Commodity Channel Index (CCI) via TA-Lib.

strategy/indicators.py:127

Methoddefault_settings

Return a dict of this strategy's default hyper-parameters.

strategy/base.py:34

Functionema

Exponential Moving Average.

strategy/indicators.py:49

Methodgenerate_signals

(self, candles: pd.DataFrame, settings: dict[str, Any])

strategy/adx_stochastic.py:46

Methodgenerate_signals

(self, candles: pd.DataFrame, settings: dict[str, Any])

strategy/macd_rsi.py:36

Functionmfi

Money Flow Index (MFI) via TA-Lib.

strategy/indicators.py:232

Functionmomentum

Momentum (MOM) via TA-Lib.

strategy/indicators.py:149

Methodobjective

(trial: optuna.Trial)

hyperview/hyperopt/optimizer.py:98

Methodobjective_value

Return the sortable metric value for the given objective.

hyperview/models.py:174

Functionobv

On Balance Volume (OBV) via TA-Lib.

strategy/indicators.py:226

Functionpsar

Parabolic SAR via TA-Lib.

strategy/indicators.py:189

Functionregister_strategy

Class decorator that registers a strategy in the global registry.

strategy/__init__.py:15

Methodrequired_columns

(self)

strategy/adx_stochastic.py:43

Methodrequired_columns

Return the OHLCV column names this strategy needs.

strategy/base.py:38

Methodrequired_columns

(self)

strategy/macd_rsi.py:33

Functionresolve_config_path

Return the primary config path used for loading, if any.

hyperview/config.py:102

Functionroc

Rate of Change (ROC) via TA-Lib.

strategy/indicators.py:154

Functionrun_backtest

(args: argparse.Namespace, config: dict)

hyperview/cli/backtest.py:89

Functionrun_download_data

(args: argparse.Namespace, config: dict)

hyperview/cli/download.py:11

Functionrun_hyperopt

(args: argparse.Namespace, config: dict)

hyperview/cli/hyperopt.py:133

Functionrun_list_data

(args: argparse.Namespace, config: dict)

hyperview/cli/list.py:9

Functionrun_list_strategies

(args: argparse.Namespace, config: dict)

hyperview/cli/list.py:30

Functionrun_multi_optimization

Optimize SL/TP across all pairs simultaneously.

hyperview/hyperopt/optimizer.py:176

Functionsma

Simple Moving Average.

strategy/indicators.py:54

Functionstochastic_rsi

Stochastic RSI via TA-Lib. Returns (%K, %D).

strategy/indicators.py:109

Methodto_dict

(self)

hyperview/models.py:122

Methodto_dict

(self)

hyperview/models.py:132

Methodto_dict

(self)

hyperview/models.py:145

Methodto_dict

(self)

hyperview/models.py:180

Methodto_dict

(self)

hyperview/models.py:200

Functionvwap

Volume Weighted Average Price (cumulative intraday VWAP).

strategy/indicators.py:250

Functionwilliams_r

Williams %R via TA-Lib.

strategy/indicators.py:138

Functionwma

Weighted Moving Average.

strategy/indicators.py:59

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