2. Kumo Breakout Technique

    

        # Outline Purchase and Promote Logic for Kumo Breakout Technique
def kumo_breakout_buy_signal():
    return value > kumo_top and senkou_span_a > senkou_span_b  # Value breaks above the Kumo, with bullish Kumo

def kumo_breakout_sell_signal():
    return value < kumo_bottom and senkou_span_b > senkou_span_a  # Value breaks beneath Kumo, with bearish Kumo

# Execute Purchase and Promote Logic
if kumo_breakout_buy_signal():
    print("Purchase sign generated (Kumo Breakout Technique)")
    # Place purchase order

elif kumo_breakout_sell_signal():
    print("Promote sign generated (Kumo Breakout Technique)")
    # Place promote order
else:
    print("No commerce sign (Kumo Breakout Technique)")

    

3. Chikou Span Affirmation Technique

4. Tenkan-Kijun Cross Technique (Brief-Time period)

    

        # Outline Purchase and Promote Logic for Tenkan-Kijun Cross Technique
def tenkan_kijun_cross_buy_signal():
    return tenkan_sen > kijun_sen and value > kumo_top  # Tenkan above Kijun, confirmed by value above Kumo

def tenkan_kijun_cross_sell_signal():
    return tenkan_sen < kijun_sen and value < kumo_bottom  # Tenkan beneath Kijun, confirmed by value beneath Kumo

# Execute Purchase and Promote Logic
if tenkan_kijun_cross_buy_signal():
    print("Purchase sign generated (Tenkan-Kijun Cross Technique)")
    # Place purchase order

elif tenkan_kijun_cross_sell_signal():
    print("Promote sign generated (Tenkan-Kijun Cross Technique)")
    # Place promote order
else:
    print("No commerce sign (Tenkan-Kijun Cross Technique)")

    

5. Kumo Twist Technique

Notice: Although this makes use of grid/hedge/martingale system , it doesn’t danger an excessive amount of. The backtesting is completed with account step up methodology. Means as we make the revenue we increase the lot measurement regularly. This ensures that we calculating the drawdown all the time with respect to avaialble steadiness. Additionally solely use particular set file for the talked about symbols. If you don’t choose correct set file it may very well be harmful on your account. All of the set information are optimized for five min timeframe.It doesn’t open an excessive amount of grid trades on sudden massive motion,therefore makes account much less dangerous.  We’ve completely different larger timeframe Shifting common filter to find out the pattern of the primary commerce. Additionally this has mixtures of three completely different CCI methods

We’ll categorize our backtesting into 4 classes 

GRID BASED 

HEDGE BASED 

MARTINGALE BASED