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Top 23 algotrading Open-Source Projects
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awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
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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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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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awesome-systematic-trading
A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading. (by paperswithbacktest)
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blankly
🚀 💸 Easily build, backtest and deploy your algo in just a few lines of code. Trade stocks, cryptos, and forex across exchanges w/ one package.
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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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hftbacktest
A high-frequency trading and market-making backtesting tool in Python and Rust, which accounts for limit orders, queue positions, and latencies, utilizing full tick data for trades and order books.
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example-scalping
A working example algorithm for scalping strategy trading multiple stocks concurrently using python asyncio
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algotrading-example
algorithmic trading backtest and optimization examples using order book imbalances. (bitcoin, cryptocurrency, bitmex, binance futures, market making)
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wallstreetbets-sentiment-analysis
This program finds the most mentioned ticker on r/wallstreetbets and uses Vader SentimentIntensityAnalyzer to calculate the sentiment analysis.
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NSE-Stock-Scanner
National Stock Exchange (NSE), India based Stock screener program. Supports Live Data, Swing / Momentum Trading, Intraday Trading, Connect to online brokers as Zerodha Kite, Risk Management, Emotion Control, Screening, Strategies, Backtesting, Automatic Stock Downloading after closing, live free day trading data and much more
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No, it looks more like a Rust equivalent of libraries like ffn (financial functions for python) or many of the other ones listed here https://github.com/wilsonfreitas/awesome-quant
Using rust to do exploratory analysis in python seems like a misguided idea. But using rust to productize models that have performance and accuracy sensitivities, the things that C/C++ is still used for, indeed sounds like a good idea.
Most of the python libraries used in finance, like numpy/pandas, call out to C for performance reasons; the libraries are essentially python bindings + syntax to C functions. It would be interesting to think about replacing that backend with rust.
Project mention: wondertrader: NEW Extended Research - star count:2767.0 | /r/algoprojects | 2023-10-24
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
Project mention: Show HN: Open-Sourcing High-Frequency Trading and Market-Making Backtesting Tool | news.ycombinator.com | 2023-10-30
Project mention: algotrading: NEW Extended Research - star count:858.0 | /r/algoprojects | 2023-06-10
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).
algotrading related posts
- pybroker: NEW Other Models - star count:1362.0
- hyperdrive: NEW Other Models - star count:108.0
- pybroker: NEW Other Models - star count:1362.0
- hyperdrive: NEW Other Models - star count:108.0
- pybroker: NEW Other Models - star count:1362.0
- hyperdrive: NEW Other Models - star count:108.0
- pybroker: NEW Other Models - star count:1362.0
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A note from our sponsor - WorkOS
workos.com | 25 Apr 2024
Index
What are some of the best open-source algotrading projects? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | vnpy | 23,396 |
| 2 | awesome-quant | 15,910 |
| 3 | quantstats | 4,264 |
| 4 | Superalgos | 3,850 |
| 5 | wondertrader | 3,395 |
| 6 | awesome-systematic-trading | 2,893 |
| 7 | blankly | 1,971 |
| 8 | surpriver | 1,672 |
| 9 | pybroker | 1,592 |
| 10 | fastquant | 1,417 |
| 11 | hftbacktest | 1,011 |
| 12 | algotrading | 993 |
| 13 | example-scalping | 723 |
| 14 | barter-rs | 606 |
| 15 | webull | 588 |
| 16 | fast-trade | 336 |
| 17 | algotrading-example | 267 |
| 18 | wolfinch | 258 |
| 19 | pipeline-live | 201 |
| 20 | wallstreetbets-sentiment-analysis | 149 |
| 21 | NSE-Stock-Scanner | 149 |
| 22 | hyperdrive | 135 |
| 23 | lobster | 97 |
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