本稿ではマシン学習の新しい視点方向－深層学習、より正確には深いニューラルネットワークについてお話します。第二世代のニューラルネットワークについて、その連携のアーキテクチャと主なタイプ、メソッド、学習ルール、主な欠点とそれに続き第三世代の開発とその主要タイプ、特殊性、トレーニング方法について簡単に再検討しています。実データについて集積されたオートエンコーダのウェイトによって開始される深いニューラルネットワークの構築とトレーニングにおける実践的実験を行います。入力データを選択するところから行列偏差までの全段階について詳細にお話します。本稿最終部分は MQL4/R を基にした内蔵インディケータを持つ Expert Advisor での深いニューラルネットワークのソフトウェア実装です。
EasyGrid Expert Advisor is a trend following grid trading system. It uses martingale as an option in the money management.
You may notice that "martingale" and "grid" are infamous words to many traders. Because it may wipe the entire account when the trading is against a strong trend and the trade volume is too big.
On the other hand, many traders like it because we can win in every order (or batch of orders). Actually, there are many signal services are using the...
Price Quick Viewer Demo lets you view market price information quickly and clearly. It is a Panel tool for your MetaTrader terminal. It has clean user interface which is very easy to understand.
The Demo version doesn't support changing symbol settings from input parameters. If you need to customize the symbol settings, please download and purchase the full version. The Demo version is provided here because the MetaTrader 5 Strategy Tester is not suitable to run the panel.
The Protected CCI Trader is a counter-trend Expert Advisor mainly based on CCI indicator. It also uses other built-in standard indicators, such as MA, ATR, to check the market entry/exit conditions.
It is recommended to run this EA on the EURUSD M5 timeframe.
Here the "protected" means that when the EA opens position at the wrong time, it can also open "protective" position on other symbol such as USDCHF, to protect your money from more further loss.
Although I didn't do too much...
Price Quick Viewer lets you view market price information quickly and clearly. It is a Panel tool for your MetaTrader terminal. It has clean user interface which is very easy to understand.
You may activate the viewer panel just like running an Expert Advisor. Just double click the "PriceQV" EA and the panel will be attached to the chart. After the viewer is added on the chart, you may select any time interval in the past and view the price changes in the table.
By default, five major...
POPTrader is an Expert Advisor based on "Pivot Point".
For more information about "Pivot Point", you may visit its Wikipedia page: https://en.wikipedia.org/wiki/Pivot_point or just do a Google search.
The EA's name: POP, doesn't mean popular. And it is not the abbreviation of "Pivot Point". Here it stands for "Power of Patience".
The EA was developed for two purposes:
Test trading by simple Pivot Point. Test if we can win if we have enough patience, that is, use little money...
LightMan Free is a free version of the LightMan Expert Advisor. The only difference is that the trading lot size is fixed 0.1 in this free version, and the lot size in the commercial version can be determined by user or by money management options.
From the attached screenshots, you can find that even with the lot size 0.1 LightMan Free version generates more than $500 profits during the first 100 days of the year 2013 (from 2013.01.01 to 2013.04.10).
It is better to use this Expert Advisor...
The LightMan Expert Advisor represents a simple and profitable trading system.
From the attached screenshot, you may find out that by using the default input parameters, LightMan had an over 100% growth in the first 100 days in 2013.
The LightMan Expert Advisor uses both trend indicators and oscillators internally to calculate and estimate the support and resistance levels and ranges of the market. Generally, it uses countertrend trading with the careful money/risk management.
It is better...
About LiveRange Observer
LiveRange Observer is a technical indicator that is used to identify the bullish / bearish state of the market. It also shows the suitable bid / ask price that you may use as reference in the trading.
This indicator uses MFI (Money Flow Index) and ATR (Average True Range) indicators internally to perform the calculations.
Period: The period to calculate ATR and MFI. I use this input value to calculate ATR and twice this value to...
Calendar2ICS is a utility script that lets you export the events in MetaTrader 5 financial calendar ("Calendar" tab of the Toolbox) to .ics files.
The events there are also known as "Macroeconomic Indicators".
What is ICS File
The .ics file is the iCalendar file, which allows Internet users to send meeting requests and tasks to other Internet users via email or sharing files.
For more information about iCalendar, please visit the iCalendar Wikipedia...
About Live Pivot Point Indicator
The "Live Pivot Point" indicator is market movement indicator that calculates the "Pivot Point" value and the associated support and resistance levels.
A pivot point is calculated as an average of significant prices (high, low, close) from the performance of a market in the prior trading period. If the market in the following period trades above the pivot point it is usually evaluated as a bullish sentiment, whereas trading below the pivot point is seen as...