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Top 23 Python algotrading Projects
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awesome-quant
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
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.
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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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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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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
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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: algotrading: NEW Extended Research - star count:858.0 | /r/algoprojects | 2023-06-10
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example-scalping
A working example algorithm for scalping strategy trading multiple stocks concurrently using python asyncio
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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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Wizardry
💫 Wizardry is an open-source CLI for building powerful algorithmic trading strategies 交易框架 (by ssantoshp)
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hft-ext
An extensible framework for high-frequency trading built on top of Alpaca and Yahoo Finance.
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cira
Cira algorithmic trading made easy. A Façade library for simpler interaction with alpaca-trade-API from Alpaca Markets.
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Project mention: "Binance Spot Trading Bot" - A simple, customizable bot for Binance spot trading and high-frequency trading | /r/tradingbots | 2023-05-09
Feel free to check out the GitHub repository here: https://github.com/Erfaniaa/binance-spot-trading-bot
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mquery
Algotrading toolkit using customizable strategies, genetic algorithms, and RNN-based strategies
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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 2024-02-01.
Python 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 | 18 Apr 2024
Index
What are some of the best open-source algotrading projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | vnpy | 23,344 |
| 2 | awesome-quant | 15,828 |
| 3 | quantstats | 4,228 |
| 4 | awesome-systematic-trading | 2,862 |
| 5 | blankly | 1,962 |
| 6 | surpriver | 1,672 |
| 7 | pybroker | 1,580 |
| 8 | algotrading | 992 |
| 9 | example-scalping | 720 |
| 10 | webull | 586 |
| 11 | fast-trade | 337 |
| 12 | wolfinch | 258 |
| 13 | pipeline-live | 201 |
| 14 | wallstreetbets-sentiment-analysis | 149 |
| 15 | hyperdrive | 134 |
| 16 | JackrabbitRelay | 67 |
| 17 | volatile | 64 |
| 18 | sample-trading-bot | 42 |
| 19 | Wizardry | 39 |
| 20 | hft-ext | 36 |
| 21 | cira | 26 |
| 22 | binance-spot-trading-bot | 7 |
| 23 | mquery | 6 |
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com