Friday, March 30, 2018

Brent crude oil fell to $ 82 38

Brent crude oil fell to $ 82.38

During
trading on Wednesday morning, the price of oil
falling to record lows already
fifth session in a row. Investors waiting
US data on oil stocks,
which may have increased because
Offer hydrocarbons still
outstrips demand. Reported
Bloomberg. At the same time, WTI held at the very
lowest level in three years.


Oil futures
Brent fell to 9:34 MSK on up to $ 82.39 for
barrel. Yesterday, at the close of the contracts
were traded at around $ 82.82. The price of the December
futures for WTI fell by this time
to $ 77.02 per barrel. Yesterday, trading on
$ 77.19 per barrel.


According to the respondents
Bloomberg analysts, oil inventories
in the United States increased last week
2.35 million barrels - up to 382.1 million barrels.
If any new geopolitical
shocks will not be, then the demand for adequate
It relates to the proposal.


According to estimates of the International
Energy Agency, the US soon
overtake Saudi Arabia and Russia, and
It will become the largest oil producer
in the world. So, in the second half
October oil production in the US increased
up to 8.97 million barrels per day.



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Thursday, March 29, 2018

End of salary of slavery in Russ

The end of the salary of slavery in Russia

FROM
today in Russia takes
force the law, according to which each
working citizen has the right to
to choose a bank for their
salary account. "Salary slavery"
which was imposed on the citizens by
a bank, a convenient one way or another
organization today
declared illegal.


Not
secret that the so-called payroll
projects in many banks still
signed because of the "kickbacks" and
friendly arrangements. With this
moment the employee has the right to replace the bank.
No later than five working days before
transfer of wages, he must notify the
employer about changing your details,
where you want to transfer money.


AND
Another innovation in the law, orphans
and children left without care
parents can now open deposits
at any bank (of course, on condition
mandatory deposit insurance). Before
that orphans can have their own
deposits only in the "Savings Bank".






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Invisible Auto SL and TP

Invisible Auto SL and TP


As traders, we do not want the broker saw our stop-loss and take-profit. Advisor automatically sets the stop-loss and take-profit, not visible to the broker. When you run the advisor on any pair you will see two lines. Red - for stop-loss and blue - to take profit. To change the level, simply drag the line to the desired value. Also, you can see your TP and SL under the price pairs. When you change your time line TP and SL is not changed.


Invisible Auto SL and TP


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Wednesday, March 28, 2018

Sanctions not reason to get money

Sanctions - not a reason to get money from the National Welfare Fund

Ministry of Economic Development
will somehow allocate company
trapped by the US and EU sanctions,
the allocation of funds from the Fund
National Welfare. About it
Deputy Minister Nikolai
Podguzov during an interview on October 24.


The very fact of falling
companies under sanctions - not a reason to have
some concessions during distribution
funds. Only priority - a project "researched
and commercially effective ", which
shows the fiscal impact and he
there is a clear social impact.


Recently, the largest
Russian oil company OAO «Rosneft"
applied for a Ministry of Economic Development,
to get out of a record amount of NWF
- more than 2 trillion rubles - on the shelf
projects in Eastern Siberia and the Far
East. unanimously media blew that
This amount is equal to 61% of the total volume of NWF
and generally much longer than the set
the limit on investment. These are the data
Ministry of Finance.


But the prospect of
Support Rosneft "very good"
because this company - one of the
the most important and the largest in Russia. By
According to the deputy minister, in addition to Rosneft
other companies have already requested funds
amounting to more than 1 trillion rubles.


By the way, for example, the project
OAO «Novatek" to build a plant
LNG on the Yamal Peninsula is already recognized
strategically important and it is on
Step complex reasoning.
The conclusion of this project in the amount of
to 150 billion rubles must be
taken before the end of the year, said Podguzov.



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Tuesday, March 27, 2018

Chinese are infected with virus

The Chinese are infected with virus technology Apple

Many years
believes that the operating system
iOS is
the safest in terms of infection
computer viruses, supposedly impossible
generally write a virus that
It is able to penetrate inside the device.
News from the BBC can
disappoint owners of gadgets from Apple.
Although it is possible that
it's just antipiar.


As the
header penetrates the Apple device
a new virus from China. specialists
cybersecurity warn that
discovered a dangerous new virus that
It affects Apple device.


company of
US called Palo Alto Networks reports
that WireLurker virus that attacks
devices from Apple (including iPhone, iPad and
Computers Mac), is likely to appear
in China. The company also said that
infected devices until only
territory.


gets
virus in the device via applications
for Apple, which ustanavlivavayut of
third-party online stores. according to some
estimated, may have already been infected 140
million. devices. Employees Palo Alto Network
They call this a new type of virus threat
for all iOS-devices.


"WireLurker not
similar to other viruses infecting
Mac OS X and iOS operating systems"-
says head of security Palo Alto Networks
Ryan Olson. The strangest thing,
that the virus is still in the stage
development, and therefore it is not clear
final goal.


Shares
Apple's
the last session was trading at $ 108.86.



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Monday, March 26, 2018

Oil prices rise after decision

Oil prices rise after the decision of Saudi Arabia

Oil prices rose slightly on Tuesday after Saudi Arabia said it will significantly reduce the export of oil in July, although the increase in stocks in the United States continues to put pressure on the market.

Futures for Brent crude was at $ 48.64 per barrel higher than 35 cents, while the test for US crude was at $ 46.38 a barrel, up 30 cents.

The representative of Saudi Arabia said that they make real cuts, up to 300,000 barrels a day of supply to Asia in July, although some Asian refiners said they get raw materials in full.



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Thursday, March 22, 2018

S P 500 goes on his last journey

S P 500 goes on his last journey?

US stock index S P 500 rising again. Yet some two weeks ago in the investment community it was a real hysteria caused by the sharp drop in the index of 10% and an increase in volatility, but today he again stormed to new heights.

The most common index of the American stock market showed the local minima October 15, after which began quite quickly recover lost ground. As a result, the first week after the fall was the best in the last few years.

Even then, it could be assumed that history repeats itself, and for the umpteenth time. However, the news flow was very negative and did not contribute to buying the majority of investors. They simply was terrible. In it lies the trick of major players, and they are doing a trick that almost all the time, without changing anything.

It looks like this: after a long period of growth at some point begins a dynamic reduction, and usually it ends just when the panic among the crowd reaches its climax. In parallel, there is an active brainwashing through the media: they are literally full of scary headlines.

After stopping the index begins to gradually rise, the first movement are very ornate character. Next it is easier. Before the opening of the US session, futures on the index decreases, respectively, the opening occurs in a negative way. The crowd thinks spadenie continues, and then, at the last hour of trading, the index closes unexpectedly increase. This behavior can be observed for several days, after which some day the opening of the substantive session takes place already breaking up and growth accelerates.

It is worth noting that almost every time as it approaches the top of the index for the various indicators began to deteriorate. It is about the spread between Treasuries and "junk bonds", The fall of quotations of copper and other related factors. For example, you can take "People light" - gold to silver. It is believed that if the index is above 70 points, the market is no good waiting. So it was before the last, by the way, the strongest decline in over a sufficiently long period of time.

As for the current recovery of the US market, it is actually no different from the previous ones, even superficially. This is clearly seen in the graph. The ratio of gold and silver, and all this time looks wild. Today, it exceeded the mark of 76. This year, this has not exactly been. Thus, we can conclude that the index of S P 500 going back to the historical peak, and then make an even stronger drop than earlier this year. If to talk about the ultimate goal of growth of the index, the most clearly looks like the mark of 2050 points, but as a rule, turn the top starts with a long bumpy, to recognize where something is very difficult.



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Wednesday, March 21, 2018

Fast Trade Copier Demo

Fast Trade Copier Demo


Copier transactions designed for fast and accurate copy of orders between terminals MetaTrader 4. copier copies the transactions to the transaction account to the Master-Slave-through by recording the information in a shared file that is in the general MT4 terminal directory. This allows you to flexibly configure the copier transactions various circuits transmit and receive trading signals by changing the file name. Reading and writing a file copyist of transactions made on the timer. Copier transactions monitors all changes on the Master-analysis with high precision, controls the levels of stop loss and take profit, partial and complete closure orders, modification of pending orders, etc. In general, all repeats with high accuracy, copies all the action with the Master-account.


I did not load the copier many different functions, and provided him with only the most necessary. But if you need something to do in addition, it can always be done through freelancing.


This trial Demo copyist transactions. It works without any restrictions, but only with the minimum lot. The full version is available here.




Main functions



  • It may like to receive and transmit orders;

  • Schemes operate on any transmit and receive trading signals by changing the file name;

  • Can expand orders. Rather Buy open Sell, instead SellStop open BuyLimit etc .;

  • Monitor the levels of TP and SL, partial and full closure, modification of pending orders and their removal, etc .;

  • Control the maximum size of the lot, to increase, decrease, or work with a given copy lot;

  • Control the maximum slip for the most accurate copy;

  • May fully or partially perform trading orders;




Main settings



  • Inp_WorkingMode - operation. Master - hence copied, Slave - here copies, SlaveReverse - here copies, but vice versa;

  • Inp_ConnectionFile - file name where / how copies of the transaction;

  • Inp_UpdateCheck - the check / update file is specified in ms .;

  • Inp_PrefixSymbol - character prefix that is installed on the copier transactions (p.EURUSD = p.);

  • Inp_SuffixSymbol - character suffix that is installed on the copier transactions (EURUSD.s = .s);

  • Inp_MagicNum - the magic number for Master-account transfers transaction with this magic number. If = 1, then transmits all trading orders;

  • Inp_MaxSlippage - the maximum slip for the Slave-Account;

  • Inp_CopyingRatio - volume copy ratio with the Master-account. Formula lot * Inp_CopyingRatio. If = 0 then copies to specify a lot Inp_FixedLot;

  • Inp_MaxLots - maximum lot, which will deal in the Slave-account;

  • Inp_FixedLot - fixed lot, which will open orders if Inp_CopyingRatio = 0;

  • Inp_AllowedToCopy - permission to copy certain types of trading orders. Allow all to copy, only buy or villages, etc.


If you have questions, write to Councilor discussion - I will answer as soon as possible.


Video




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Veles DeM with MA

Veles DeM with MA


Indicator DeMarker standard, using custom based on a signal line MA.


It can be used as a more accurate (noise eliminating price movement) actuation signal.


trigger levels delivered in the basic parameters of the indicator.


Description parameter



  • PeriodDeM - period DeMarker

  • LevelDeM - DeMarker level

  • Average - period of the signal line

  • Method - use method MA


Veles DeM with MA

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Tuesday, March 20, 2018

EA ENTERPRISE LT

EA ENTERPRISE LT


[EA] ENTERPRISE LT - is Advisor for MetaTrader (MT4), designed to work with most of the currency pairs and gold. It implements a complete, fully functional trading strategy.


  • It is not based on any indicators or price action.
  • Easy to set up and manage.
  • The strategy does not depend on the timeframe.

adviser [EA] ENTERPRISE LT It has a number of unique features:


  • It can be configured individually according to your strategy.
  • It includes a system of money management and risk management.
  • Advanced feature set to respond to various situations on the market.

This expert can operate in fully automatic mode. However, since we do not believe in a fully automated trading system, we recommend that you use it as a semi-automatic trading system. In other words, you can run it and constantly monitor its performance. The market is unpredictable, and no fully automatic system can not cope with the unexpected behavior of the market, especially in situations of macroeconomic news release.

No testing history:


Advisor comes with a "factory" default setting. We will inform customers of the product, how to adjust settings for different market conditions. Systems testing on historical data will never show you how they will work in real market conditions. We do not comment on any results backtesting ...


If you have already purchased the product:


I ask you to send us a private message, we will send you a manual and recommendations for tuning advisor to trade on a live account, etc ..


AUTHOR:


Antonin Skaryd - a private investor and analyst, software developer and founder of the company FUTURE ENTERPRISE.


Employment counselor [EA] ENTERPRISE LT is based on the basic characteristics of the market and changes in prices over time. By creating this EA, we relied on the idea that static lights never worked. But there will always be the price dynamics in a certain time period, and the market can only move up or down ...




EA ENTERPRISE LT

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Monday, March 19, 2018

CCI ma Multi anyPair

CCI ma Multi anyPair


kind of indicator CCI ma eight pairs.



  1. Default couples: AUDUSD, NZDUSD, USDCAD, EURUSD, USDCHF, GBPUSD, USDJPY and EURJPY. You can choose any pair in the input parameters.

  2. Best results were reported at the time frames and H4 D1 when swing trading.

  3. Is not redrawn and is not far behind.

  4. The indicator works on servers many forex brokers offering data currency pairs.

  5. You do not need to open all the 8 plots in the platform MetaTrader 4. For indicator enough and one pair. Before the first start right-click in the window "Market Watch", select "Show all symbols" and wait for the terminal downloads the missing characters.


CCI ma Multi anyPair

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Friday, March 16, 2018

He earned joint stock exchange

He earned a joint stock exchange of Hong Kong and Shanghai: many interested foreign investors

Investors from other
countries have shown great interest
the shares of Chinese companies today,
When we launched the cooperation program
the stock exchanges of Hong Kong and Shanghai. by the
nine am MSK foreign investors
bought shares of Chinese companies 13
billion yuan (just over $ 2 billion). About it
writes today Bloomberg.

At the same time, demand for
Hong Kong stocks from companies
Chinese investors was about
1.4 billion yuan.



According to brokers,
trading of shares under the program
the relationship of the two exchanges are easy.
Recall that this program - one of the
the main steps of the Chinese authorities to
In order to open access to foreign
investors to the markets of the country's capital.
That is how the world will be able to increase
the use of the yuan, as well as to transform
Shanghai into an international financial
Centre.

"There is a feeling that
Foreign investors prefer
shares of Chinese companies that do not have
listing in Hong Kong, - says manager
Hengsheng Asset Management in Shanghai Dai Ming. -
Enthusiasm for Hong Kong
actions by the Chinese investors
not too many, and one of the problems
It is that these investors are not too
familiar with the rules of trade".


Under the terms of the program
interaction, foreign investors,
which have a brokerage account in Hong Kong,
gain access to the Chinese stock
market. Also merchants from mainland
China, who counts not less than 500 thousand.
yuan, can buy shares of Hong Kong
firms.



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Thursday, March 15, 2018

Three reasons why dollar should

Three reasons why the dollar should fall

Passed last
week's meeting of the ECB has given us to understand,
Mario Draghi will surely go up
end and prepared, in which case, to realize
a full-scale program of quantitative
easing. Rumors that he was not
support members of the council, denied
Draghi himself - he said that the solution
accepted unanimously. Like, none of
his colleagues do not doubt that the necessary
all these drastic measures. All this
shows one thing: the European
the stock market will get a good "feeding"
as ultrasoft policy already
in the coming months.


The US dollar
this week will not be easy - all events
could affect its dynamics, already
passed, the report on the
labor market a little disappointed - but
on him, investors have done very
a big bet. At the end of the week will
report on US retail sales, perhaps,
the only worthy of attention release,
but this is not enough to support the new
a wave of demand for the dollar. And because not
eliminated large-scale correction
US currency. And there are three
causes:


1. After Market Report
US Labor expectations for an early increase
rates are very weak.


2. A strong dollar begins
irritate politicians all over the world, so
it puts pressure on commodity prices (knock on
oil-producing countries) and limits the growth of
inflation. In addition, dollar
obligations more expensive, and in developing
countries the economic downturn. This means that
not excluded the intervention.


3. The latest data on evrofyuchersam say the number
short positions on EUR / USD
reached the highest level since
July 2012. And it is serious reason
to take profits on a blank
Economic calendar for
the next three weeks.


There are two strategies,
which can be selected depending on the
time periods in which you
work. If you are a short term trader,
it makes sense to consider buying EUR / USD c
target at 1.26. Long-term investors
you can wait for the growth of the pair, and enter
shorts at these levels, since the general
trend for the pair remains downward, and
there will be a fairly long
time.



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Wednesday, March 14, 2018

Dollar on fresh highs after strong

Dollar on fresh highs after strong US data

Friday night
the dollar once again close to the 4.5-year-old
high against other major currencies
thanks to positive US
data. Reports showed that retail
sales rose in October by 0.3%, while
analysts expected only to rise
0.2%. Recall, it was recorded in September
drop of 0.3%.


The dollar index
increased by 0.54% - to 88.31, and the highest
level since June 2010.


The EUR / USD weakens
0.56% - up to 1.2406, approaching the two-year
lows after reports that
Inflation in the euro area remained unchanged in
October, although the increase was in September
0.4%. The annual inflation rate in evrobloke
remained unchanged.


GBP / USD has fallen
0.54% - to 1.5625, and USD / CHF rose by 0.47% - to
0.9681.


The pound came under
pressure after control
National Statistics UK
reported that the volume of construction in
the country grew by 1.8% in September, much
below expectations - expected growth of 3.7%.



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Avato

Avato


Advisor Avato - one of our stand-alone tool. (Adviser on the basis of signal will be in the future is presented on the website).


It is designed on the basis of the combined forms of hedging and martingale and uses sophisticated algorithms and filters to accommodate transactions.


The expert uses a stop-loss and take-profit, lot size is calculated automatically on the basis of the relevant settings.


It is a ready tool for experienced traders. Designed for the gold market, but you can test it and other instruments.




You will need



  • Real standard score MT4 (= 1 lot 100000)

  • Shoulder 1: 100 and higher

  • The minimum deposit is $ 5000, and the use of a multiplier 2x recommended $ 10,000. The larger the multiplier, the greater the deposit required.




Input parameters


(Recommended tool - Gold (XAU / USD), timeframe M5)



  • Maximum orders 22 - maximum number of orders in a row - be careful with this setting.

  • starting Lot Size 0.01 - the starting lot size.

  • Lotsize mutliplier 1.5 - Lot factor (1 or more than 1.5, the value recommended by 1.5x to 2x See examples in the screenshots...)

  • Stop Loss Pips 777 - the size of the stop-loss.

  • Take Profit Pips 3100 - the size of the take-profit.

  • stop after 1 run [True / false] - selection of operating mode - a single run or work in the "set and forget".




Recommendations to improve results



  • VPS service (good speed, Adviser constantly monitors the market)

  • Very low commission

  • Very low slippage

  • Very low rate swaps

  • Leverage 1: 200

  • Broker with low spreads




Author


Moxbbit G development team engaged in the development of automated trading systems with more than nine years of experience in the Forex market.


You trade / USE OF THE PROGRAM IS AT YOUR OWN RISK!


Trading may not be suitable for all intvestorov.


For adults only.


Past performance does not guarantee future results.


Before making an investment decision, you should carefully evaluate their level of experience.


There is a chance that you may lose some or all of your initial investment. There is no warranty.


Avato

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Tuesday, March 13, 2018

RSI Color

RSI Color


This is a simple indicator RSI to extract color values ​​of overbought and oversold. The ability to quickly see such a situation in the market is the key to short-term treydrov.


For fast reaction requires trading beautiful schedule. Especially if you are out for a few hours a day of a computer screen.




Options



  • RSI period - period RSI

  • Overbought / Oversold - zone perekuplennosti / pereprodannosti to isolate

  • NumberOfBars - the number of bars on which the indicator is displayed


RSI Color

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Friday, March 9, 2018

Gold rose but apparently not for

Gold rose, but apparently not for long

Today prices
gold goes up. Now (at 13.30 MSK)
It is trading at 1 200.40 USD
per troy ounce, gaining 0.29% on the
compared with yesterday's close.
Breaking through an important resistance level
1200 dollars, gold is supported
ETF-funds in America and
slight decline of the dollar
against the euro.


In recent
week precious metals market reacted
on how different monetary measures
policies in different countries. The Fed is now
directed towards tightening
monetary policy and the ECB and the Bank of Japan
continue to soften her. This raises
dollar, reduced the percentage
break-even inflation rate. Both of these factors
put pressure on the gold course - and in the medium
term, it is still likely,
continue to fall, do not stay on
around 1200 dollars and above.



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Thursday, March 8, 2018

EURUSD scenario

EUR / USD scenario

Bai at the Jews closed at $ + 2, ... almost 0 Lol = D. Perezashel to SELL. TP Looks sweet. Averaging will be hooked on working out a minimum.

EURUSD scenario

We reach the goals we'll see much further. All profits and success.



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Wednesday, March 7, 2018

RSI Alerts MT5

RSI Alerts MT5


Addition to the standard indicator Relative Strength Index (RSI), which allows you to configure different types of notifications about events related to this indicator. For those who do not know what this indicator is useful, read here. This version is for Metatrader 5 version for Metatrader 4 here.


Currently no events are implemented:



  • The intersection downwards - upper signal level (default 70), - a signal to sell.

  • The intersection of the bottom up - upper signal level (default 70), - a signal to sell.

  • Top-down - the lower the signal level (the default is 30) - the signal to buy.

  • The intersection of the bottom up - the lower signal level (default 30), - a buy signal.

  • Top-down - level 50 - a signal to sell.

  • The intersection of the bottom up - level 50 - buy signal.



It is possible to change the text in messages. The variables and messageUp messageDown, icons% level% will be replaced with the level that crossed the bar.


If necessary, the value of these signal levels is edited in variable settings - MaxLevel and MinLevel.


What types of notifications can be configured:



  • Audio signal with a window popping up messages - Alert.

  • Sending a notification to the mobile terminal (smartphones and tablets)


In order to enable the audio signal from popping up a message on the indicator RSI Alerts - you just have to include in the settings Alerts = true , that would turn off Alerts = false.


For what would you have come to your notice mobile terminal of the RSI signals including variable SendNotifications = true, pre-setting in the terminal settings MetaQuotes ID (If you do not know where).


Beep and notifications can be operated either simultaneously or separately.


There is also a parameter called alertShift - This candle number by which the signal is sought.


For example, if alertShift = 1, then the signals are supplied only to fully formed candlelight by the last of them.


And if you put alertShift = 0, then the signals will be received by the spark current - zero, note that in this case can be a false signal.


If you need is any additional functionality to the indicator, please.


RSI Alerts MT5

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Tuesday, March 6, 2018

Ruble on Tuesday strongly weakens

Ruble on Tuesday strongly weakens against the backdrop of falling oil prices

The Russian national
currency falls against the dollar and the euro in
Tuesday. The reason was a sharp again
lower oil prices - yesterday she
He reached five-year lows. TO
end of the year, many companies and banks
remain outstanding foreign loans,
and it also plays against the ruble.


The current weakening
Russian currency may limit
Only "sudden" currency intervention
Central Bank, which many participants
Trading is very welcome. If the Board of Directors
Central Bank announced on Thursday to raise
interest rates, the ruble can still
recover.


At 11:02 MSK on the pair USD / RUB
trading at
54.24 rubles. (Above 0.87%), a pair of EUR / RUB
- at the level of 66.83 rubles.
(Above 1%).


The second week the ruble
several times is in a tense
situation and constantly updates the absolute
lows. From 27 November prices fall heavily
Oil, which only accelerates the negative
movement quotes and ruble.



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Monday, March 5, 2018

SOMFX1Builder

SOMFX1Builder


If you are trading using candlestick shapes and want to improve their methods of modern technology, this script is for you. In fact, it is part of a set of tools, which is based on neural network engine SOM (Self-Organizing Map, SOM) for the detection and prediction of candle shapes, as well as for the study of input data and results of operation of the network. The kit contains:



  • SOMFX1Builder - the script for the training of neural networks; it creates a file with the generalized data of the most characteristic price figures, which can be used to predict the bars in the figures or in a separate window (via SOMFX1 indicator) or directly on the main graph (SOMFX1Predictor);

  • SOMFX1 - an indicator for the prediction and visual analysis of price figures, the input and output of the trained neural network (in a separate window);

  • SOMFX1Predictor - another indicator to predict price patterns directly in the main window;



Tools implemented separately from each other due to the fact that MetaTrader 4 has some limitations, e.g., at the moment it is impossible to run lengthy calculations in the indicator, since LEDs are executed in the main stream.

In short, the whole process of price analysis, network training, recognition of figures and their predictions are lies in the following steps:



  1. Creating a neural network using SOMFX1Builder;

  2. Analysis of the quality of the received network via SOMFX1; If unsatisfactory, return to step 1 to the new settings; you can skip step 2 if desired;

  3. Using the final version of the network to predict the shapes using SOMFX1Predictor.


Step 1 discussed in detail below. More information on the visual analysis and prediction - in the pages of the relevant indicators.


Warning: This script does not predict the figure. He trains a neural network and stores them in a file to be loaded into the indicators SOMFX1 or SOMFX1Predictor. Thus, it is necessary to acquire one or both of the indicator in addition to the script.

To start training, select the range of bars in history (parameters LearnStart and LearnStop), The number of bars in a single figure (PatternSize), Card size (GridSize), The number of training cycles (EpochNumber). Other parameters can also affect the process, but details of them will be presented below in the "Settings" section.


Education may take considerable time, depending on the parameters. The more bars in the area of ​​training, the longer the process. The size of the figures, the size of the map and the number of cycles affect similarly. For example, training on the 5000 map of bars of size 10 * 10 It may take a few minutes on average PC. All this time, the load on the CPU core to the maximum, and the terminal may slow down if the processor does not have a free kernel. For training, choose a time when you are not going to trade actively, for example, over the weekend. This is especially important as the learning process may require repeating in order to optimize results. Why this is so described below in "Selecting the optimal settings" section.


Before you start reading the following sections, it makes sense to get acquainted with the section "Principles of Operation" on page SOMFX1 which provides an overview of the neural network used.





Options




  • LearnStart - bar number in the history of where to start training data, or the exact date and time of the bar (in the format "YYYY.MM.DD HH: MM"); This parameter - a string that allows you to type and number, and the date; it is important that the number of bars change constantly as new, so a value of 1000, introduced yesterday, today will most likely correspond to another bar (except in the case of weekly bars); during the training process, it does not matter, because all training data are collected before starting the training and do not change afterwards; ; 5001 - default

  • LearnStop - bar number in history, where the training data ends, or the exact date and time of the bar (in the format "YYYY.MM.DD HH: MM"); This parameter - a string; value LearnStart must be over LearnStop; difference between LearnStart and LearnStop - number of input vectors (samples) applied to the input of the neural network (more exactly, it LearnStart-LearnStop-PatternSize); default - 1 (the latter usually unfinished bar excluded);

  • PatternSize - the number of bars in the same figure; is the length of the input vector (sample price movements); after learning the first PatternSize-1 bars will be used for the prediction of the last sample of the bar; for example, if PatternSize - 5, 5 bars are extracted from samples and price stream used during training, and then 4 bars allow to evaluate initial segments at each time is 5 minutes bar; allowable value: 3 - 10; default - 5;

  • GridSize - card size; is the number of cells / neurons vertically and horizontally; the total number of neurons equal GridSize * GridSize (2D-map); permissible values: 3 - 50, but be careful: a value greater than 20 mean quite a long training with a heavy load on the CPU; default - 7 (applicable for the first test, to get acquainted with the tools, but is likely to require an increase to real-world problems);

  • EpochNumber - the number of training cycles; default - 1000; Training can be completed earlier if the error threshold reached Precision; in each cycle, all input samples are fed to the neural network;

  • LearningRate - the initial rate of learning; default - 0.25; by trial and error, you should pick up a value in the range of 0.1 - 0.5;

  • UseConvex - enabling / disabling convex combination of the method for initialization of the input vector during the first cycles; method involves incorporation better separation samples; default - true;

  • Precision - floating-point number, sets the threshold stop instruction when the total error of the neural network is changed is smaller than the specified value; ; 0.001 - default

  • PriceType - type of prices for the samples; default - close;

  • AddInvertedPrice - on / off mode, when the set of samples are added to the inverted price movements; it can help to eliminate the offset of neural network estimates due to the trend; default - true; this means that the number of samples will be doubled: (LearnStart-LearnStop-PatternSize) * 2;

  • NetFileName - file name to save the final neural network; default - empty - in this case will be automatically constructed a special name with the following structure: SOM-V-D-SYMBOL-TF-YYYYMMDDHHMM-YYYYMMDDHHMM-P.candlemap, where the V - PatternSize, D - GridSize, SYMBOL - the current symbol, TF - the current timeframe, YYYYMMDDHHMM - LearnStart and LearnStop respectively; even LearnStart and LearnStop defined as the number, they are automatically transferred to the date and time; P - PriceType; It recommended to leave this option blank, because the auto-generated name and recognized indicators SOMFX1 SOMFX1Predictor and extracted from it all settings so that you do not have to manually enter all the settings one by one; Otherwise, if the user is given its file name, all the settings used for training should be exactly duplicated in the dialogues and SOMFX1 SOMFX1Predictor, and it is important to adjust or convert LearnStart and LearnStop the date / time, because the numbers are not the bars;

  • PrintData - enable / disable the output of debugging messages in the log; default - false;

  • Throttling - the number of milliseconds to pause instruction per cycle; This reduces the CPU load by increasing the training time; This can be useful if a PC is not powerful enough, and training should not interfere with other interactive tasks; Default - 0.





Choosing the optimal parameters


The most important questions that must be answered before you start training the neural network, it is:



  • How many bars to apply for the network input?

  • How to choose the sample / figure size? 

  • How to choose the size of the network?


They are all interconnected, and a decision on one of them influences the other.


Increasing the depth of history, which produced data selection for training, can be expected to improve the generalization ability of the network. This means that each figure is confirmed revealed a large number of samples, whereby the network finds patterns in prices, and not random features. On the other hand, to feed too many samples at the same network size, the network could lead to the effect that the network generalizes ability degrades in the averaging, and the various figures will be mixed in the same neuron. This occurs because the neural network has a limited "memory", which depends primarily on its size. The larger, the more samples can be processed. Unfortunately, there is no exact formula for this calculation. About the rule is:


D = sqrt (5 * sqrt (N))

where N - number of samples, and D - the network size (GridSize).


Thus, it is possible to select the first number of bars for training, guided by their preferred trading strategies. Then, with this number, you can calculate the required size of the network. For example, for the timeframe H1, 5760 bars - this year, which is probably a good horizon when trading on H1, then you can try the default value of 5000. Of this magnitude is easily obtained from the formula the size of ~ 20. It is important to note that the parameter setting AddInvertedPrice to true will increase the number of samples by 2 times, and then the size of the network need to be increased accordingly. If, after training the neural network gives too many mistakes (which can be checked using SOMFX1 or SOMFX1Predictor), you must either increase the size of the network, or to reduce the number of training data. Parameter PriceType may also be important (see. below). In any case, if you from personal experience know that a certain figure occurs on average at least 10 times is not a certain period of time, you can consider this period sufficient for training, as 10 samples should be sufficient for the compilation and release in the figure. Use SOMFX1 to study how samples fell into each neuron and how evenly distributed samples of neurons.


You can consider the matter from the other side. The number of neurons in the network - this is the maximum number of price patterns. If we assume that only 50 known figures, the size of the network can be about 7. The problem here is that it is impossible to "tell" the network that we want it to learn these specific shapes and paid attention to the other: the neural network will be trained on all samples and find all the pieces of the price series. Thus, 50 famous figures constitute only a part of all the pieces that the network will attempt to learn. What is this part - again, an open question. That is why it is usually necessary to start training a few times with different settings and look for a better configuration.


In the case of classical candlestick figures, most built of 3-4-5 bars. For neural networks 3 or 4 bar may be sufficient size for proper separation figures. recommended set PatternSize equal to 5 or more. Increasing the size of the image increases the computational load. 


PriceType in conventional candle equivalent figures close. The neural network can recognize shapes formed on any type of prices, such as typicalhigh or low. This is particularly important because a number of prices close usually very uneven, that "there is" additional costs "memory" of the network. In other words - training close much more difficult than training typical, and it requires a larger size of the network, with an equal set of input bars. Thus, the use typical instead close can help reduce the size of the network or to increase the accuracy.





Procedure


After setting the parameters and clicking the OK button starts the learning process. During the process, the script displays the current number of the cycle, error, learning rate and the percentage of readiness comment (at the top left corner of the window). The same information is displayed in the log. When complete, a message (alert), containing the generated file name of the network. The file is saved in the working directory Files MQL4. If this is automatically generated name (NetFileName was empty), you can copy it directly from the message window or in SOMFX1 SOMFX1Predict (there should be inserted the name in the same setting NetFileName) And run the neural network. If you use your own file name, you must copy all the parameters in the indicators - in addition to the file name is the area of ​​training, the network size, the size of the figures, etc.


It is important to note that the neural network file does not contain the input data - it is only the trained network. The next time a network is loaded into the display, reads the parameters and produces on the basis of their samples at random from the quotes again.


Before each start of the learning process, the weight of the network of neurons are randomly initialized. Therefore, each script with the same settings, creates a new map, different from the previous one.


Recommended timeframes: H1 and older. 


SOMFX1Builder

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Friday, March 2, 2018

VolumePercent

VolumePercent


The indicator shows the volume of purchases and sales in the five preset periods based on the direction of candles on smaller timeframes.


periods



  • Over the past hour.

  • For the past three o'clock.

  • For the past day.

  • Over the past week.

  • Over the past 30 days. 


If the price exceeds Close Open price, the entire volume is added to the volume of purchases.


If the price is less than the price Close Open, the entire volume is added to the volume of sales.  



  • For a period of one day or less: to calculate the volume used minute candles

  • For periods longer than one day: used to calculate the volume hourly candles. 





Input parameters



  • Corner - corner of the chart, which displays the indicator.

  • TextColorUp - Color period in which the amount of shopping (in%) greater than the volume of sales (in%).

  • TextColorDown - Color period in which the amount of shopping (in%) less than the sales (in%).


VolumePercent

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Thursday, March 1, 2018

No need to put up with cheap oil

No need to put up with cheap oil!

Russia and Venezuela are not
We intend "to be without a fight" with cheap
oil. Such a conclusion is made Agents
Reuters today in their news materials.


Today, December 9,
Russian Energy Minister Alexander Novak
He is going to meet with the Minister
oil from Venezuela Asdrubal Chavez.
The intention of the Minister confirms
Oil Information Agency. A source in the ministry
Energy states that ministers
We are going to discuss all possible options
further action - they are not ready
put up with declining oil prices.


first ministers
We met on November 25 in Vienna, two days
before the OPEC meeting. Then participants
the meeting decided to hold a conference
monitor the situation and did not rule out
possible additional consultation
every quarter.


Yesterday Brent crude
It fell to a minimum of 5 years, now
It is trading at $ 65.72 per barrel.



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