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Top 23 Trading Open-Source Projects
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ccxt
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 | 2024-04-09CCXT
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InfluxDB
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.
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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.
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Project mention: Machine Learning for Trading: Notebooks, resources and references accompanying the book Machine Learning for Algorithmic Trading. Courses - star count:10678.0 | /r/algoprojects | 2023-11-20
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6.) You cant maximize position size of spread options strategies, LEAN always assumes naked margin first and ON THE NEXT DATA FRAME - you get your reg-t margin for spreads. https://github.com/QuantConnect/Lean/issues/5693 We're running into 2 years of this issue being reported.
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Project mention: hummingbot: NEW Extended Research - star count:6122.0 | /r/algoprojects | 2023-08-06
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StockSharp
Algorithmic trading and quantitative trading open source platform to develop trading robots (stock markets, forex, crypto, bitcoins, and options).
Project mention: StockSharp: NEW Derivatives and Hedging - star count:6089.0 | /r/algoprojects | 2023-11-10 -
WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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backtesting.py
:mag_right: :chart_with_upwards_trend: :snake: :moneybag: Backtest trading strategies in Python.
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.
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pandas-ta
Technical Analysis Indicators - Pandas TA is an easy to use Python 3 Pandas Extension with 150+ Indicators
I do not know what is the difference between MACD and MACDFIX but maybe you can take a look how MACD is implemented in pandas_ta library and modify it a bit to achive a behavior you want.
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Crypto-Signal
Github.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks
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Superalgos
Free, open-source crypto trading bot, automated bitcoin / cryptocurrency trading software, algorithmic trading bots. Visually design your crypto trading bot, leveraging an integrated charting system, data-mining, backtesting, paper trading, and multi-server crypto bot deployments.
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mlfinlab
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
Find your trading edge, using the fastest engine for backtesting, algorithmic trading, and research.
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At Ghostfolio, we are very excited to participate in Hacktoberfest for the second time, looking forward to connecting with new and enthusiastic open-source contributors. Hacktoberfest is a month-long celebration of open-source projects, their maintainers, and the entire community of contributors. Each October, open source maintainers from all over the world give extra attention to new contributors while guiding them through their first pull requests on GitHub. This year the event celebrates its 10th anniversary.
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Project mention: wondertrader: NEW Extended Research - star count:2767.0 | /r/algoprojects | 2023-10-24
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Krypto-trading-bot
Self-hosted crypto trading bot (automated high frequency market making) written in C++
Project mention: Krypto-trading-bot: NEW Extended Research - star count:3058.0 | /r/algoprojects | 2023-07-01 -
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crypto-trading-bot
Cryptocurrency trading bot in javascript for Bitfinex, Bitmex, Binance, Bybit ... (public edition)
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Project mention: Riskfolio-Lib: NEW Portfolio Selection and Optimisation - star count:2361.0 | /r/algoprojects | 2023-11-14
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2024-04-09.
Trading related posts
- tribeca: NEW Extended Research - star count:3902.0
- tda-api: NEW Derivatives and Hedging - star count:1219.0
- tda-api: NEW Derivatives and Hedging - star count:1219.0
- Get Binance trade data easy
- Get Binance trade data easy
- Get Binance trade data easy
- tda-api: NEW Derivatives and Hedging - star count:1219.0
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A note from our sponsor - InfluxDB
www.influxdata.com | 18 Apr 2024
Index
What are some of the best open-source Trading projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | ccxt | 31,211 |
| 2 | vnpy | 23,344 |
| 3 | backtrader | 12,922 |
| 4 | machine-learning-for-trading | 11,750 |
| 5 | Lean | 8,633 |
| 6 | hummingbot | 7,238 |
| 7 | StockSharp | 6,596 |
| 8 | jesse | 5,218 |
| 9 | backtesting.py | 4,797 |
| 10 | pandas-ta | 4,708 |
| 11 | Crypto-Signal | 4,700 |
| 12 | ta | 4,028 |
| 13 | tribeca | 3,929 |
| 14 | Superalgos | 3,834 |
| 15 | mlfinlab | 3,763 |
| 16 | vectorbt | 3,711 |
| 17 | ghostfolio | 3,541 |
| 18 | wondertrader | 3,365 |
| 19 | Krypto-trading-bot | 3,216 |
| 20 | freqtrade-strategies | 3,001 |
| 21 | crypto-trading-bot | 2,959 |
| 22 | OctoBot | 2,873 |
| 23 | Riskfolio-Lib | 2,670 |
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com