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machinelearning

Pomysły Tradingowe 2 Pomysły edukacyjne 1
Skrypty 18

Wskaźniki, strategie i biblioteki

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Najlepsi autorzy: machinelearning
Noldo
Noldo
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Esqvair's Neural Reversal Probability Indicator
BABA: Esqvair's Neural Reversal Probability Indicator
Esqvair_1 Esqvair_1

Introduction Esqvair's Neural Reversal Probability Indicator is the indicator that shows probability of reversal. Warning: This script should only be used on 1 minute chart. How to use When a signal appears (by default it is a green bar), a reversal should be expected. The signal appears when the indicator value >= Threshold. If you want more signals, you must...

62
3
Tesla Coil ML
ETHUSDT: Tesla Coil ML
jdehorty jdehorty Premium

This is a re-implementation of @veryfid's wonderful Tesla Coil indicator to leverage basic Machine Learning Algorithms to help classify coil crossovers. The original Tesla Coil indicator requires extensive training and practice for the user to develop adequate intuition to interpret coil crossovers. The goal for this version is to help the user understand the...

108
6
Machine Learning: Logistic Regression
EURUSD: Machine Learning: Logistic Regression
capissimo capissimo

Multi-timeframe Strategy based on Logistic Regression algorithm Description: This strategy uses a classic machine learning algorithm that came from statistics - Logistic Regression (LR). The first and most important thing about logistic regression is that it is not a 'Regression' but a 'Classification' algorithm. The name itself is somewhat misleading....

3107
78
Machine Learning: kNN-based Strategy
EURUSD: Machine Learning: kNN-based Strategy
capissimo capissimo

kNN-based Strategy (FX and Crypto) Description: This strategy uses a classic machine learning algorithm - k Nearest Neighbours (kNN) - to let you find a prediction for the next (tomorrow's, next month's, etc.) market move. Being an unsupervised machine learning algorithm, kNN is one of the most simple learning algorithms. To do a prediction of the next market...

3480
80
Machine Learning: kNN-based Strategy (update)
EURUSD: Machine Learning: kNN-based Strategy (update)
capissimo capissimo

kNN-based Strategy (FX and Crypto) Description: This update to the popular kNN-based strategy features: improvements in the business logic, an adjustible k value for the kNN model, one more feature (MOM), a streamlined signal filter and some other minor fixes. Now this script works in all timeframes ! I intentionally decided to...

972
31
Machine Learning: Perceptron-based strategy
BTCUSD: Machine Learning: Perceptron-based strategy
capissimo capissimo

Perceptron-based strategy Description: The Learning Perceptron is the simplest possible artificial neural network (ANN), consisting of just a single neuron and capable of learning a certain class of binary classification problems. The idea behind ANNs is that by selecting good values for the weight parameters (and the bias), the ANN can model the relationships...

671
13
Dependent Variable Odd Generator For Machine Learning Techniques
GOOGL: Dependent Variable Odd Generator For Machine Learning Techniques
Noldo Noldo

CAUTION : Not suitable for strategy, open to development. If can we separate the stagnant market from other markets, can we be so much more accurate? This project was written to research it. It is just the tiny part of the begining. And this is a very necessary but very small side function in the main function. Lets start : Hi users, I had this idea in my mind...

269
2
Machine Learning / Longs [Experimental]
BTCUSDT: Machine Learning / Longs [Experimental]
LonesomeTheBlue LonesomeTheBlue Wizard

Hello Traders/Programmers, For long time I thought that if it's possible to make a script that has own memory and criterias in Pine. it would learn and find patterns as images according to given criterias. after we have arrays of strings, lines, labels I tried and made this experimental script. The script works only for Long positions. Now lets look at how it...

2682
76
CBOE PCR Factor Dependent Variable Odd Generator
CBOE: CBOE PCR Factor Dependent Variable Odd Generator
Noldo Noldo

This script is the my Dependent Variable Odd Generator script : with the Put / Call Ratio ( PCR ) appended, only for CBOE and the instruments connected to it. For CBOE this script is more accurate and faster than Dependent Variable Odd Generator. And the stagnant market odds are better and more realistic. Do not use for timeframe periods less than 1 day. Because...

599
22
Mean Shift Pivot Clustering
NQ1!: Mean Shift Pivot Clustering
CryptoGearBox CryptoGearBox Premium

Core Concepts According to Jeff Greenblatt in his book "Breakthrough Strategies for Predicting Any Market", Fibonacci and Lucas sequences are observed repeated in the bar counts from local pivot highs/lows. They occur from high to high, low to high, high to low, or low to high. Essentially, this phenomenon is observed repeatedly from any pivot points on any time...

52
0
Financial Astrology Crypto ML Daily Trend
BTCUSDT: Financial Astrology Crypto ML Daily Trend
citlacom citlacom Premium

This daily trend indicator is based on financial astrology cycles detected with advanced machine learning techniques for the crypto-currencies research portfolio: ADA, BAT, BNB, BTC, DASH, EOS, ETC, ETH, LINK, LTC, XLM, XMR, XRP, ZEC and ZRX. The daily price trend is forecasted through this planets cycles (angular aspects, speed, declination), fast ones are based...

246
9
ANN MACD Future Forecast (SPY 1D)
SPY: ANN MACD Future Forecast (SPY 1D)
Noldo Noldo

NOTE : Deep learning was conducted in a narrow sample set for testing purposes. So this script is Experimental . This system is based on the following article and is inspired by an external program: hackernoon.com None of the artificial neural networks in Tradingview work and are not based on completely correct logic. Unlike others in this system: IMPORTANT...

407
14
Machine Learning: LVQ-based Strategy
BTCUSD: Machine Learning: LVQ-based Strategy
capissimo capissimo

LVQ-based Strategy (FX and Crypto) Description: Learning Vector Quantization (LVQ) can be understood as a special case of an artificial neural network, more precisely, it applies a winner-take-all learning-based approach. It is based on prototype supervised learning classification task and trains its weights through a competitive learning...

537
1
Machine Learning: kNN-based Strategy (mtf)
BTCUSD: Machine Learning: kNN-based Strategy (mtf)
capissimo capissimo

This is a multi-timeframe version of the kNN-based strategy.

529
23
ANN BTC MTF Golden Cross Period MACD
BTCUSD: ANN BTC MTF Golden Cross Period MACD
Noldo Noldo

Hi, this is the MACD version of the ANN BTC Multi Timeframe Script. The MACD Periods were approximated to the Golden Cross values. MACD Lengths : Signal Length = 25 Fast Length = 50 Slow Length = 200 Regards.

253
5
Financial Astrology Indexes ML Daily Trend
IXIC: Financial Astrology Indexes ML Daily Trend
citlacom citlacom Premium

Daily trend indicator based on financial astrology cycles detected with advanced machine learning techniques for some of the most important market indexes: DJI, UK100, SPX, IBC, IXIC, NI225, BANKNIFTY, NIFTY and GLD fund (not index) for Gold predictions. The daily price trend is forecasted through planets cycles (angular aspects, speed phases, declination zone),...

126
2
NAND Perceptron
EURUSD: NAND Perceptron
auroagwei auroagwei Pro

Experimental NAND Perceptron based upon Python template that aims to predict NAND Gate Outputs. A Perceptron is one of the foundational building blocks of nearly all advanced Neural Network layers and models for Algo trading and Machine Learning. The goal behind this script was threefold: To prove and demonstrate that an ACTUAL working neural net can be...

242
13
ANN MACD (BTC)
BTCUSD: ANN MACD (BTC)
Noldo Noldo

Logic is correct. But I prefer to say experimental because the sample set is narrow. (300 columns) Let's start: 6 inputs : Volume Change , Bollinger Low Band chg. , Bollinger Mid Band chg., Bollinger Up Band chg. , RSI change , MACD histogram change. 1 output : Future bar change (Historical) Training timeframe : 15 mins (Analysis TF > 4 hours (My...

278
13

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