Top 23 Python Trading Projects

• ccxt

  74 31,489 10.0 Python

  A JavaScript / TypeScript / Python / C# / PHP cryptocurrency trading API with support for more than 100 bitcoin/altcoin exchanges

  

Project mention: JavaScript Libraries for Implementing Trendy Technologies in Web Apps in 2024 | dev.to | 2024-04-09

CCXT

• vnpy

  1 23,505 8.2 Python

  基于Python的开源量化交易平台开发框架

• InfluxDB

  www.influxdata.com featured

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• backtrader

  32 13,139 0.0 Python

  Python Backtesting library for trading strategies

Project mention: [HIRING] Develop template code for crypto backtesting using backtrader | /r/Jobs4Bitcoins_OG | 2023-07-08

You need to create a template code using https://github.com/mementum/backtrader. 1. Get the 1m candlestick data from binance for a period of 1 month for two symbols and store it in a data folder with data for each day and symbol in a different csv file. Read data for the symbols BTC & ETH. 2. Read the data for 1 month in python and put it in a dataframe for each symbol. 3. Import backtrader and feed data for these two symbols. 4. Create a basic strategy to check the ratio of prices and take trades accordingly. 5. Get the results using library. I am not much interested in the trading logic, just want to get the system to backtest up. It's a straightforward task for someone who has used backtrader before or 30-min job to read the documentation and do it. Project compensation : 5$ Can transfer directly to your binance account.

• hummingbot

  34 7,354 9.9 Python

  Open source software that helps you create and deploy high-frequency crypto trading bots

  

Project mention: hummingbot: NEW Extended Research - star count:6122.0 | /r/algoprojects | 2023-08-06

• jesse

  6 5,263 9.1 Python

  An advanced crypto trading bot written in Python

  

• backtesting.py

  25 4,868 0.0 Python

  :mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.

Project mention: Python developers -- what broker and api do you use? | /r/algotrading | 2023-06-08

We chose backtesting.py for a backtesting framework. There are several to choose from but that one seems like the most well-supported and actively worked on at the moment.

• pandas-ta

  17 4,804 0.0 Python

  Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators

• SaaSHub

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• Crypto-Signal

  1 4,728 0.0 Python

  Github.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks

  

• mlfinlab

  126 3,792 0.0 Python

  MlFinLab helps portfolio managers and traders who want to leverage the power of machine learning by providing reproducible, interpretable, and easy to use tools.

  

Project mention: mlfinlab: open source library maintained by hudson and thames though much of the content has moved to a subscription model. Idea is to implement academic research in python code and aggregate it as a package. Sources from [Journal of financial data s | /r/algoprojects | 2023-11-21

• vectorbt

  5 3,776 6.2 Python

  Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.

• freqtrade-strategies

  3 3,042 1.2 Python

  Free trading strategies for Freqtrade bot

  

• OctoBot

  3 2,954 9.5 Python

  Open source crypto trading bot

  

• cryptofeed

  103 2,090 7.1 Python

  Cryptocurrency Exchange Websocket Data Feed Handler

Project mention: cryptofeed: NEW Data - star count:1876.0 | /r/algoprojects | 2023-10-02

• gym-anytrading

  2 2,031 4.2 Python

  The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

• blankly

  8 1,979 4.7 Python

  🚀 💸 Easily build, backtest and deploy your algo in just a few lines of code. Trade stocks, cryptos, and forex across exchanges w/ one package.

  

• pycryptobot

  13 1,944 7.1 Python

  Python Crypto Bot (PyCryptoBot)

• coinbasepro-python

  10 1,820 0.0 Python

  The unofficial Python client for the Coinbase Pro API

Project mention: Unable to connect to coinbase pro API | /r/CoinBase | 2023-05-21

I'm trying to set up algo trading through the Blankly Python library. I've generated my Coinbase Pro API keys, but when I try to enter them it always tells me that it failed to connect, and to check to make sure my keys are correct. I'm quite certain that they are, and I made a new set of API keys just in case something was wrong with the first set. I also cannot create an "authenticated client" as described on their readme because the cbpro library is out of date and currently incompatible with blankly.

• alpaca-trade-api-python

  9 1,690 5.6 Python

  Python client for Alpaca's trade API

  

• surpriver

  38 1,703 0.0 Python

  Find big moving stocks before they move using machine learning and anomaly detection

Project mention: surpriver: Machine learning algo to detect anomaly in equities data. Uses sklearn [IsolationForest](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.IsolationForest.html) model and price/volume based technical signals as features us | /r/algoprojects | 2023-07-08

• MachineLearningStocks

  57 1,658 0.0 Python

  Using python and scikit-learn to make stock predictions

Project mention: Scikit-learn Stock Prediction: using fundamental and pricing data to predict future stock returns. Sklearn's randomforest classifier is trainded and author claimed positive live trading results. Not actively mainained Other Models - star count:1520.0 | /r/algoprojects | 2023-08-28

• robin_stocks

  44 1,623 7.5 Python

  This is a library to use with Robinhood Financial App. It currently supports trading crypto-currencies, options, and stocks. In addition, it can be used to get real time ticker information, assess the performance of your portfolio, and can also get tax documents, total dividends paid, and more. More info at

• pybroker

  45 1,617 9.0 Python

  Algorithmic Trading in Python with Machine Learning

Project mention: pybroker: NEW Other Models - star count:1362.0 | /r/algoprojects | 2023-12-09

• nautilus_trader

  3 1,588 10.0 Python

  A high-performance algorithmic trading platform and event-driven backtester

  

Project mention: Is NautilusTrader compatible with MetaTrader5 Python Package? | /r/algotrading | 2023-06-21

I recently found NautilusTrader. According to NautilusTrader, it can be integrated with Brokers/Exchange that provides REST, WebSocket or FIX API. Not sure if there is a work around to integrate MetaTrader5 Python to NautilusTrader.

• SaaSHub

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