backtrader
ccxt
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backtrader | ccxt | |
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32 | 74 | |
12,922 | 31,291 | |
- | 2.5% | |
2.7 | 10.0 | |
20 days ago | about 12 hours ago | |
Python | Python | |
GNU General Public License v3.0 only | MIT License |
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backtrader
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[HIRING] Develop template code for crypto backtesting using backtrader
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.
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What backtest data would you say is more accurate.
For this reason I think it's important to have a deep understanding of exactly how the backtesting engine that you are using works. Building your own backtesting engine is the absolute best way to gain this understanding. That is the path I personally chose and I don't regret it! However, that is also a very difficult and time consuming undertaking. So the next best thing is using something that is open source and has a good reputation like backtrader (https://www.backtrader.com/).
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Backtesting Engines for Testing Intraday Data on Thousands of Symbols Simultaneously
However, if you decide to go down the more well-trodden path of using open source backtesting frameworks then I personally would recommend backtrader (https://www.backtrader.com/). As far as I can tell, it has pretty much all the same features as my own system. The only difference is speed. My backtester is an order of magnitude faster and scales much better to testing thousands of symbols simultaneously. However, for 99% of retail algo traders this will be completely irrelevant.
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Algo Trading for SQQQ/TQQQ
You are welcome to go to discord or any other place. Your question wasn't very clear and thus I made that comment. Now, you still haven't made it clear so I am going to assume that you are looking for someone to "share a bot" that can trade your strategy. It doesn't work that way with algo trading. You code your "bot" to do things for you - The easiest way to start would be to look at backtrader but you will still have to code your own strategy in.
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Quantconnect Rant
I mean, some random dude managed to pull a platform with more basic functionalities than that. Sadly that repo is dead and the live trading implementation no longer works
- Do you use automated trading software or nah?
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Python library to retrieve data from TradingView
I've been working on a Python library which lets the user retrieve data from TradingView.com so it could be used in backtesting a strategy. The project is called TvDatafeedLive and is available on GitHub. To be fair, the project is actually an extension of a project called TvDatafeed, which is a really good project, but only supports retrieving historic data (so far). So, I've taken the liberty to fork it and implement retrieving data continously and "real-time". The data is retrieved in Pandas DataFrames and can easily be plugged into backtrader. There is instructions included in the GitHub page. If this sounds interesting then please check it out and leave feedback if there are any thoughts.
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Historical Trading to Prove/Disprove Plan
If you are a python programmer there is backtrader.
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Backtesting tools
For stocks and crypto: QuantConnect and Backtrader For options: MesoSim and OptionNetExplorer
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Algo Trading Environments
Backtrader can also do live trading afaik.
ccxt
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JavaScript Libraries for Implementing Trendy Technologies in Web Apps in 2024
CCXT
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Crypto Trading Bot API workaround
I would sincerely advise you to use a ready to use python library for this like https://github.com/ccxt/ccxt
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Algo Trading
CCXT has good documentation on what exchanges and API's are supported which is very helpful. https://github.com/ccxt/ccxt/wiki/Exchange-Markets-By-Country
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UnboundLocalError: local variable referenced before assignment
Consider using https://github.com/ccxt/ccxt for crypto exchange interaction, which of course will support Binance too
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How to start a personal quant investing scheme?
Check out https://github.com/hummingbot/hummingbot (disclosure: my project). We just added a Binance candles feature where you can construct custom OHLCV candles and TA indicators. You should also check out https://github.com/ccxt/ccxt which has broader exchange support but less order book data management than Hummingbot.
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where to start learning how to build a bot ?
Or if you stick to JavaScript and willing to learn the programming part, then https://github.com/ccxt/ccxt (which is now merged with CCXT Pro but still for free).
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What platform do you recomend if I want to algo-manage multiple account at once?
Ccxt works great for me and it's free and open-source. You can connect and execute on multiple exchanges. It works with Javascript, Python and PHP.
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Best trading platform to program custom indicators, and set up alerts based on those indicators for 1k+ stocks? (TradingView, TradeStation, etc.)
if you're going crypto, try CCXT https://github.com/ccxt/ccxt
- Stuck on Asyncio + Requests - for god's sake will someone please HELP.
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Automating trading with Pinescript
Essentially, to create an automated trading system using TradingView strategies, you would need to acquire the signal using webhooks. Once you acquire the signal, you can use whatever data send with it to manage orders, using the API of your broker. Usually, there are SDKs available to make this process easier. For crypto, one of the most well known SDKs is called CCXT. There are also some made for traditional brokers too. It is a simple process but it does take some experience with programming systems to set up.
What are some alternatives?
backtesting.py - :mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
binance-spot-api-docs - Official Documentation for the Binance Spot APIs and Streams
zipline - Zipline, a Pythonic Algorithmic Trading Library
freqtrade - Free, open source crypto trading bot
vectorbt - Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
OctoBot - Open source crypto trading bot
fastquant - fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code!
pancakeswap-uniswap-sniping-bot - Pancakeswap and Uniswap sniping for beginners. DYOR and modify the code to your liking
pyfolio-reloaded - Portfolio and risk analytics in Python
reactjs-crypto-api-dashboard - Create a cryptocurrency dashboard using ReactJS and the Coinbase API
zipline-reloaded - Zipline, a Pythonic Algorithmic Trading Library
pancakeswap-prediction-winner - 🐱🪄🥞 Bot for PancakeSwap Prediction – 26 technical indicators. Make smarter predictions with Pancake Wizard – trust math, not emotions! [Moved to: https://github.com/modagavr/pancake-wizard]