TA-Lib (Technical Analysis Library)

TA-Lib is an open-source software library of technical analysis indicators. The library provides many functions like ADX, RSI, MACD, Stochastics, Bollinger Bands, candlestick pattern recognition.

TA-Lib is available for all using CloudQuant to develop algorithmic trading strategies.


Facebook drop 19%, July 2018

$FB Decline 19%- What did the Social and technical analysis show? – July 26 2018

$FB’s 19% drop was preceded by TA-LIB and Social Market Analytics indicators to sell. The $120 Billion drop in market cap could have been an opportunity to short sell before the market close the previous night.

Quantitative Trading & Algos in the news. 11, July 2018

News clips provided algorithmically.

technical analysis of stocks and commodities

Technical Analysis Of Stocks And Commodities Using Basic Indicators Last weekend I was asked by numerous traders who practice technical analysis of stocks and commodities, what indicator I preferred to use the most. The answer was the Exponential Moving Average or (EMA) for short. I demonstrated yesterday how to use the EMA to measure pullbacks away from the main trend. The method is rather simple but works remarkably well for finding stocks a… 2018-07-09 01:47:16+00:00 Read the full story. CloudQuant Thoughts: The Exponential Moving Average (EMA) is easily calculated using the Technical Analysis Library (TA-LIB) in our python based backtest simulation. TA-LIB is a very common tool used for those interested in technical anallysis like the above story indicates. We have easy source coude you can copy. Free registration is required at app.cloudquant.com.  Once you logon you can clone this simple script to backtest your trading strategy ideas using EMA. For those of you who only want to see the TA-LIB Code for calculating the Exponential Moving Average then here is a simple code snipping. Please note, this is for example purposes only to demonstrate TA-LIB.
# TA-LIB to calculate the Exponential Moving Average for long or short in app.CloudQuant.com
myBars = md.bar.daily(start=-21) # grab 21 bars, EMA uses 20, we want yesterdays and the day before so grab 21
close = myBars.close # pull out just the close prices
EMA = talib.MA(close,timeperiod=20,matype=1) # TALIB Moving Average matype=1 = Exponential Moving Average
EMAlist = numpy.ndarray.tolist(EMA) # TALIB returns a numpy array, lets turn that back into a basic list
print self.symbol,EMAlist
if EMAlist[-1] > EMAlist[-2]: # if yesterday's EMA is above the previous day go long
    print "long entry"
if EMAlist[-1] < EMAlist[-2]: # if yesterday's EMA is below the previous day go short
    print "short entry"

FXCM Algo Summit 2018

Last month, 5 quant trading experts joined FXCM for an educational event in London. Approximately 200 attendees attended lectures and workshops on topics ranging from machine learning to alpha generation to cryptocurrencies. The speakers conducted both interactive workshops and presentations. You can access the recording of each presentation below. Keynote ROB CARVER Robert Carver is an independent systematic futures trader, writer and researc… 2018-07-05 11:56:39+00:00 Read the full story.  

3 Charts Suggest Gold Miners Could Lead the Way

In the commodities market, there tends to be a negative correlation between the U.S. dollar and gold and other related metals. However, despite the recent weakness in the spot price of gold futures, gold miners and the companies related to the exploration, extraction and processing of precious metals tend to be countering the trend and look poised for a move higher. In the paragraphs below, we’ll examine the charts of the broad commodities market… 2018-07-11 06:11:00-06:00 Read the full story.

Citigroup Reports Earnings Below a ‘Death Cross’

Citigroup Inc. (C), the fourth largest of the four “too big to fail” money center banks, has been trading sideways to down since setting its multi-year intraday high of $80.70 on Jan. 29. This has the stock down 8.3% year to date and in correction territory at 15.5% below this high. The stock is 6% above its 2018 low of $64.38 set on June 26. Citigroup reports quarterly earnings at around 8:00 a.m. during pre-market hours on Friday, July 13. Anal… 2018-07-11 03:47:00-06:00 Read the full story.

Brandywine Asset Management Posts Record Returns In June

Brandywine Asset Management commentary for the month ended June 30, 2018. Get The Timeless Reading eBook in PDF Get the entire 10-part series on Timeless Reading in PDF. Save it to your desktop, read it on your tablet, or email to your colleagues. Q2 hedge fund letters, conference, scoops etc Strong performance from Brandywine Asset Management’s short-term momentum and long-term directional arbitrage strategies combined with Brandywine’s Adapt… 2018-07-10 16:17:59-04:00 Read the full story.

Video: 2 Stock Market Pros Reveal How to Juice Your Portfolio for 2018

The second half of 2018 is off to a bullish start for stocks, buoyed by a goldilocks June jobs report. But don’t get too complacent. TheStreet’s Scott Gamm is hosted our monthly video webinar Trading Strategies to help you prep your portfolio for the second half of 2018. Scott was joined by two top market experts, including: Kristina Hooper, chief global market strategist, Invesco Alicia Levine, head of global investment strategy, BNY Mellon Investment Management Want exclusive investing insight from Jim Cramer? Get 24/7 access to Jim’s charitable trust portfolio with a free trial to Action Alert… 2018-07-11 07:37:00-04:00 Read the full story.

JPMorgan Reports Earnings in Rebound Mode

JPMorgan Chase & Co. (JPM) has been one of the weak bank stocks, recently setting a 2018 low of $102.20 on July 6, but since then, the shares have popped by 5% in anticipation of positive earnings to be released before the opening bell on Friday, July 13. JPMorgan is the largest of the four “too big to fail” money center banks and is the only major bank in the Dow Jones Industrial Average. The stock closed Monday, July 9, at $107.28, up just 0.3%… 2018-07-10 04:00:00-06:00 Read the full story.    
This news clip post is produced algorithmically based upon CloudQuant’s list of sites and focus items we find interesting. If you would like to add your blog or website to our search crawler, please email customer_success@cloudquant.com. We welcome all contributors. This news clip and any CloudQuant comment is for information and illustrative purposes only. It is not, and should not be regarded as “investment advice” or as a “recommendation” regarding a course of action. This information is provided with the understanding that CloudQuant is not acting in a fiduciary or advisory capacity under any contract with you, or any applicable law or regulation. You are responsible to make your own independent decision with respect to any course of action based on the content of this post.
Three Inside Up Technical Pattern shown on $IBM Jan 2, 2018

TA-LIB Three Inside Up Buy Signal – $IBM

IBM, the 100-year-old company, is wedging into a tight trade, but it looks like the Bulls are gearing to press a move higher. Just before year-end, the stock set a Three Inside Up Japanese candlestick pattern setting the stage for a rally. Source code using TA-LIB and Python included.
Harami Sell Signal on Google Dec 20, 2017

Harami Sell Signal with Three Inside Down Demonstrated on $GOOG

December 19, 2017 Monday Google pressed new highs, but Tuesday closed out the day with a Harami Sell signal. Watch out for today. A negative close today boosts the negative outlook with the emergence of a Three Inside Down pattern. In this event, it will most likely mean that there will be a “little coal in Google stockholders stockings for Christmas”.

Technical Analysis Library (TA-LIB) for Python Backtesting

Anyone who has ever worked on developing a trading strategy from scratch knows the huge amount of difficulty that is required to get your logic right. … TA-LIB Turbo-Charges Your Research Loop: TA-Lib is widely used by quantitative researchers and software engineers developing automated trading systems and charts. This freely available tool allows you to gather information on over 200 stock market indicators.
Newsweek AI Data Science for Capital Markets

Newsweek Event: Artificial Intelligence and Data Science (December 5th to 7th, 2017)

CloudQuant will be participating in the Newsweek conference on Artificial Intelligence and Data Science for the Capital Markets Industry on December 5th to December 7th, 2017 in New York.

$GE – Short Term Buy Signal – Piercing the Line

Technical analysis shows a piercing the line trading signal. This post includes links to source code show how to capture this signal with TA-LIB
Bullish Turn of Events for Sprint - S by Theodore Kekstadt

Bullish Turn Of Events For – $S: TA-LIB Three Outside Strategy

This stock has been on a negative slide for months, and every bounce has been one to sell into. The outlook is different for this current turn in direction. A “Three Outside Up” Japanese Candlestick reversal pattern… Source code for signal links included.