Finance

The Case for Automated Trading: Weighing the Advantages and Disadvantages The allure of generating profit without constant manual intervention has made automated trading an increasingly popular approach in the financial markets. This article delves into the merits and drawbacks of employing automated trading systems. Advantages: Emotional Detachment and Robust Risk Management: One of the primary benefits of automated trading lies in its ability to eliminate emotional decision-making. By executing trades based on pre-defined algorithms, investors are shielded from the psychological pressures of fluctuating prices and market volatility. Furthermore, automated systems excel at enforcing strict risk management protocols, particularly stop-loss orders. Unlike discretionary trading where fear or hope might lead to delaying necessary exits, automated systems execute these crucial safeguards promptly, thereby significantly mitigating the risk of substantial losses. ...

What is pandas Datareader It is a library to download data online. Official Documentation Here is a list of data sources. Some require an API key. fred and stooq can obtain data without an API key. Remote Data Access Fred Economic Data Data source provided by the St. Louis Fed. Federal Reserve Economic Data Time Series Graph of Fred NASDAQ Let’s create a time series graph of NASDAQ. Also, let’s display the 200-period moving average SMA200. This can be done in just about 10 lines. ...

ta-lib Ta-Libはテクニカル分析ライブラリです。 テクニカル教の信者にとってはインストール必須のツールになります。 https://ta-lib.org/ MacOS/OSX ta-libのインストール OSXにインストールする場合はbrewを使うと簡単です。 brew install ta-lib pip3 install TA-Lib Azure ta-libのインストール メモリは1G以上で実行しないとエラーになりました。 ta-libをインストールする際のみ1G以上に変更しましょう。 wget http://prdownloads.sourceforge.net/ta-lib/ta-lib-0.4.0-src.tar.gz tar -zxvf ta-lib-0.4.0-src.tar.gz cd ta-lib ./configure --prefix=/usr make sudo make install cd ../ rm -rf ta-lib-0.4.0-src.tar.gz rm -rf ta-lib pip3 install TA-Lib 参考動画

📦 Prerequisite: Python Virtual Environment sudo apt-get install python3-venv # Install Python virtual environment 🛠️ Installation Process Clone the Repository 📥 git clone https://github.com/freqtrade/freqtrade.git Enter Directory & Switch Branch 📂 cd freqtrade git checkout develop # Switch to develop branch Run Installation Script ⚙️ ./setup.sh --install ⏳ Important Notes The TA-Lib installation might take 20+ minutes on low-spec systems (tested on Azure 1CPU/1GB RAM) ☁️⏱️ Don’t interrupt the process - just let it run! ☕️ ✅ Completion You’ll see success messages when fully installed! 🎉 Check with freqtrade --version to verify installation ✔️ ...