Matthias 
							
						 
					 
					
						
						
							
						
						039d6384ed 
					 
					
						
						
							
							Stream hyperopt-result in small batches  
						
						... 
						
						
						
						Avoiding memory-exhaustion on huge hyperopt results
closes  #5305 
closes  #5149  
						
						
					 
					
						2021-08-10 10:12:57 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						3f160c7144 
					 
					
						
						
							
							Cache dataframe before cutting the first candle  
						
						... 
						
						
						
						This allows providing the "current closed" candle in all cases. 
						
						
					 
					
						2021-08-10 09:14:29 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						5bfb9edf02 
					 
					
						
						
							
							Only query date once from list  
						
						
						
						
					 
					
						2021-08-09 15:42:17 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						895b912c71 
					 
					
						
						
							
							Fix recently introduced lookahead bias in backtesting  
						
						... 
						
						
						
						closes  #5388  
					
						2021-08-09 14:54:47 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						a5f796bc97 
					 
					
						
						
							
							refactor ohlcvdata_to_dataframe to advise_all_indicators  
						
						
						
						
					 
					
						2021-08-09 14:53:18 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						f17942b68f 
					 
					
						
						
							
							Fix random test failure  
						
						
						
						
					 
					
						2021-08-09 11:18:18 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						47f641d12f 
					 
					
						
						
							
							Remove hyperopt-pickle result support  
						
						
						
						
					 
					
						2021-08-09 07:04:18 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						3bd0c3d009 
					 
					
						
						
							
							Remove legacy code from export to csv  
						
						
						
						
					 
					
						2021-08-08 11:02:54 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						faf16a64e5 
					 
					
						
						
							
							Remove legacy hyperopt file support  
						
						
						
						
					 
					
						2021-08-08 10:22:45 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						0ae4eccea5 
					 
					
						
						
							
							Refactor Hyperopt-list and hyperopt-show to reduce some duplicate code  
						
						
						
						
					 
					
						2021-08-08 10:06:35 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						6532aba765 
					 
					
						
						
							
							Merge pull request  #5360  from freqtrade/hyperopt_protections  
						
						... 
						
						
						
						Hyperopt protections and Boolean parameter 
						
						
					 
					
						2021-08-07 09:42:05 +02:00 
						 
				 
			
				
					
						
							
							
								Sam Germain 
							
						 
					 
					
						
						
							
						
						b9356a5564 
					 
					
						
						
							
							Autopep8 formatting  
						
						
						
						
					 
					
						2021-08-06 16:35:39 -06:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						a6454cfc39 
					 
					
						
						
							
							Autoenable protections when protection-space is selected  
						
						
						
						
					 
					
						2021-08-04 07:17:29 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						091bf7c4d2 
					 
					
						
						
							
							Output protection space  
						
						
						
						
					 
					
						2021-08-04 06:50:14 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						544e0da6c2 
					 
					
						
						
							
							Add protection parameter space  
						
						
						
						
					 
					
						2021-08-04 06:50:14 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						800b2eeaf0 
					 
					
						
						
							
							Load protections as part of backtest()  
						
						... 
						
						
						
						this enables different values in hyperopt per epoch 
						
						
					 
					
						2021-08-04 06:50:14 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						dfc17f2bd1 
					 
					
						
						
							
							Fix ci failure  
						
						
						
						
					 
					
						2021-08-03 07:21:11 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						4ab03f7e37 
					 
					
						
						
							
							Don't load fallback methods for autohyperopt  
						
						
						
						
					 
					
						2021-08-02 21:17:56 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						e70a742005 
					 
					
						
						
							
							Reorder space methods in hyperopt  
						
						
						
						
					 
					
						2021-08-02 21:12:10 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						056bc93bc6 
					 
					
						
						
							
							backtesting needs startup_candle_count  
						
						... 
						
						
						
						fixes informative-pair loading  being different between --strategy-list and
--strategy. 
						
						
					 
					
						2021-08-01 19:17:52 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						1ccc89d1e9 
					 
					
						
						
							
							Store fully analyzed dataframe  
						
						
						
						
					 
					
						2021-07-31 10:00:24 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						b1cbc75e93 
					 
					
						
						
							
							Properly cache pair dataframe in backtesting (without startup-range).  
						
						
						
						
					 
					
						2021-07-31 08:45:04 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						138b126d03 
					 
					
						
						
							
							Merge pull request  #5299  from kevinjulian/feat/kevinjulian/add-buy-signal-name  
						
						... 
						
						
						
						Add buy signal name 
						
						
					 
					
						2021-07-30 08:23:11 +02:00 
						 
				 
			
				
					
						
							
							
								kevinjulian 
							
						 
					 
					
						
						
							
						
						aea5da0c73 
					 
					
						
						
							
							changes testcase  
						
						
						
						
					 
					
						2021-07-23 11:42:43 +07:00 
						 
				 
			
				
					
						
							
							
								kevinjulian 
							
						 
					 
					
						
						
							
						
						f5a660f845 
					 
					
						
						
							
							caps BUY_TAG_IDX  
						
						
						
						
					 
					
						2021-07-21 20:19:56 +07:00 
						 
				 
			
				
					
						
							
							
								kevinjulian 
							
						 
					 
					
						
						
							
						
						49886874aa 
					 
					
						
						
							
							rename to buy_tag  
						
						
						
						
					 
					
						2021-07-21 20:05:35 +07:00 
						 
				 
			
				
					
						
							
							
								kevinjulian 
							
						 
					 
					
						
						
							
						
						5d04d6ffa7 
					 
					
						
						
							
							fix edge testcase  
						
						
						
						
					 
					
						2021-07-20 23:40:32 +07:00 
						 
				 
			
				
					
						
							
							
								kevinjulian 
							
						 
					 
					
						
						
							
						
						cbfedf8b29 
					 
					
						
						
							
							fix backtest testcase  
						
						
						
						
					 
					
						2021-07-20 23:25:00 +07:00 
						 
				 
			
				
					
						
							
							
								Kevin Julian 
							
						 
					 
					
						
						
							
						
						edf9c08f06 
					 
					
						
						
							
							Merge branch 'develop' into feat/kevinjulian/add-buy-signal-name  
						
						
						
						
					 
					
						2021-07-20 19:19:46 +07:00 
						 
				 
			
				
					
						
							
							
								kevinjulian 
							
						 
					 
					
						
						
							
						
						ed30c023cd 
					 
					
						
						
							
							fix some testcase  
						
						
						
						
					 
					
						2021-07-20 19:08:14 +07:00 
						 
				 
			
				
					
						
							
							
								kevinjulian 
							
						 
					 
					
						
						
							
						
						9e63bdbac9 
					 
					
						
						
							
							feat: add buy signal name  
						
						
						
						
					 
					
						2021-07-20 04:58:20 +07:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						365479f5e0 
					 
					
						
						
							
							Remove startup-candles after populating buy/sell signals  
						
						... 
						
						
						
						closes  #5242  
					
						2021-07-18 11:06:41 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						7b7d9c02d7 
					 
					
						
						
							
							Merge pull request  #5243  from freqtrade/feat/webservermode_progress  
						
						... 
						
						
						
						Introduce webserver mode subcommand 
						
						
					 
					
						2021-07-18 10:48:55 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						38296e8689 
					 
					
						
						
							
							Merge pull request  #5189  from rokups/rk/custom-stake  
						
						... 
						
						
						
						Implement strategy-controlled stake sizes 
						
						
					 
					
						2021-07-11 19:45:43 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						7ea0a74c53 
					 
					
						
						
							
							Default to proposed stake  
						
						
						
						
					 
					
						2021-07-11 14:11:41 +02:00 
						 
				 
			
				
					
						
							
							
								Rokas Kupstys 
							
						 
					 
					
						
						
							
						
						0e4466ca1e 
					 
					
						
						
							
							Implement strategy-controlled stake sizes. Expose self.wallet to a strategy.  
						
						
						
						
					 
					
						2021-07-11 12:38:58 +03:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						ad26b0dad0 
					 
					
						
						
							
							Don't void backtest object when not necessary  
						
						
						
						
					 
					
						2021-07-10 10:59:00 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						6129c5ca9e 
					 
					
						
						
							
							Fix deprecation warnings from pandas 1.3.0  
						
						... 
						
						
						
						closes  #5251  
					
						2021-07-09 20:46:38 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						2f33b97b95 
					 
					
						
						
							
							Validate startup candles for backtesting correctly  
						
						... 
						
						
						
						closes  #5250  
					
						2021-07-09 07:20:43 +02:00 
						 
				 
			
				
					
						
							
							
								octaviusgus 
							
						 
					 
					
						
						
							
						
						d1104bd434 
					 
					
						
						
							
							fix daily profit data and daily profit curve example  
						
						
						
						
					 
					
						2021-07-06 22:47:39 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						005da97183 
					 
					
						
						
							
							extract backtesting abort functionality  
						
						
						
						
					 
					
						2021-07-06 19:48:28 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						830b2548bc 
					 
					
						
						
							
							Add backtest stopping  
						
						
						
						
					 
					
						2021-07-06 19:48:28 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						134c61126e 
					 
					
						
						
							
							Properly track bt progress ...  
						
						
						
						
					 
					
						2021-07-06 19:48:28 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						048008756f 
					 
					
						
						
							
							Add progress tracking for backtesting  
						
						
						
						
					 
					
						2021-07-06 19:48:28 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						800e314bfd 
					 
					
						
						
							
							Store backtesting results in backtest instance  
						
						
						
						
					 
					
						2021-07-06 19:48:28 +02:00 
						 
				 
			
				
					
						
							
							
								octaviusgus 
							
						 
					 
					
						
						
							
						
						4aa2ae37bd 
					 
					
						
						
							
							add daily_profit_list  
						
						... 
						
						
						
						added extra key daily_profit in return of optimize_reports.generate_daily_stats
this allows us to analyze and plot a daily profit chart / equity line using snippet below inside jupyter notebook
```
# Plotting equity line (starting with 0 on day 1 and adding daily profit for each backtested day)
from freqtrade.configuration import Configuration
from freqtrade.data.btanalysis import load_backtest_data, load_backtest_stats
import plotly.express as px
import pandas as pd
# strategy = 'Strat'
# config = Configuration.from_files(["user_data/config.json"])
# backtest_dir = config["user_data_dir"] / "backtest_results"
stats = load_backtest_stats(backtest_dir)
strategy_stats = stats['strategy'][strategy]
equity = 0
equity_daily = []
for dp in strategy_stats['daily_profit']:
    equity_daily.append(equity)
    equity += float(dp)
dates = pd.date_range(strategy_stats['backtest_start'], strategy_stats['backtest_end'])
df = pd.DataFrame({'dates':dates,'equity_daily':equity_daily})
fig = px.line(df, x="dates", y="equity_daily")
fig.show()
``` 
						
						
					 
					
						2021-07-04 14:38:17 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						898bef1837 
					 
					
						
						
							
							Merge pull request  #5219  from freqtrade/hyperopt_paramfile  
						
						... 
						
						
						
						automatic Hyperopt paramfile 
						
						
					 
					
						2021-07-04 13:56:52 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						77293b1f1e 
					 
					
						
						
							
							Remove Zero duration Trades  
						
						... 
						
						
						
						after the recent backtesting fixes, this metric no longer makes sense, as it can't really be 0 any longer. 
						
						
					 
					
						2021-07-04 10:50:10 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						a4096318e0 
					 
					
						
						
							
							Provide full backtest-statistics to Hyperopt loss functions  
						
						... 
						
						
						
						closes  #5223  
					
						2021-07-04 10:15:19 +02:00 
						 
				 
			
				
					
						
							
							
								Matthias 
							
						 
					 
					
						
						
							
						
						9d6860337f 
					 
					
						
						
							
							Merge pull request  #5212  from rokups/rk/trailing-stop-2  
						
						... 
						
						
						
						Trailing stoploss in backtesting v2 
						
						
					 
					
						2021-07-03 08:39:30 +02:00