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Top 23 Python Trading 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: hummingbot: NEW Extended Research - star count:6122.0 | /r/algoprojects | 2023-08-06
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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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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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Crypto-Signal
Github.com/CryptoSignal - Trading & Technical Analysis Bot - 4,100+ stars, 1,100+ forks
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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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gym-anytrading
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
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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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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.
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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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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
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robin_stocks
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
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Binance-News-Sentiment-Bot
This is a fully functioning Binance trading bot that takes into account the news sentiment for the top 100 crypto feeds. If you like this project consider donating though the Brave browser to allow me to continuously improve the script.
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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.
Python Trading related posts
- tda-api: NEW Derivatives and Hedging - star count:1219.0
- tda-api: NEW Derivatives and Hedging - star count:1219.0
- tda-api: NEW Derivatives and Hedging - star count:1219.0
- tda-api: NEW Derivatives and Hedging - star count:1219.0
- Direction Of The Stock Market
- tda-api: NEW Derivatives and Hedging - star count:1219.0
- 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 in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | ccxt | 31,211 |
| 2 | vnpy | 23,344 |
| 3 | backtrader | 12,922 |
| 4 | hummingbot | 7,238 |
| 5 | jesse | 5,218 |
| 6 | backtesting.py | 4,797 |
| 7 | pandas-ta | 4,708 |
| 8 | Crypto-Signal | 4,700 |
| 9 | mlfinlab | 3,763 |
| 10 | vectorbt | 3,711 |
| 11 | freqtrade-strategies | 3,001 |
| 12 | OctoBot | 2,873 |
| 13 | cryptofeed | 2,062 |
| 14 | gym-anytrading | 2,011 |
| 15 | blankly | 1,967 |
| 16 | pycryptobot | 1,937 |
| 17 | coinbasepro-python | 1,815 |
| 18 | alpaca-trade-api-python | 1,683 |
| 19 | surpriver | 1,672 |
| 20 | MachineLearningStocks | 1,642 |
| 21 | robin_stocks | 1,615 |
| 22 | pybroker | 1,580 |
| 23 | Binance-News-Sentiment-Bot | 1,557 |
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com