intelligent-trading-bot
go-talib
| intelligent-trading-bot | go-talib | |
|---|---|---|
| 25 | 3 | |
| 737 | 726 | |
| - | - | |
| 8.5 | 0.0 | |
| about 1 month ago | over 1 year ago | |
| Python | Go | |
| MIT License | MIT License |
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intelligent-trading-bot
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TimeGPT-1
I agree that the conventional (numeric) forecasting can hardly benefit from the newest approaches like transformers and LLMs. I made such a conclusion while working on the intelligent trading bot [0] by experimenting with many ML algorithms. Yet, there exist some cases where transformers might provide significant advantages. They could be useful where the (numeric) forecasting is augmented with discrete event analysis and where sequences of events are important. Another use case is where certain patterns are important like those detected in technical analysis. Yet, for these cases much more data is needed.
[0] https://github.com/asavinov/intelligent-trading-bot Intelligent Trading Bot: Automatically generating signals and trading based on machine learning and feature engineering
- intelligent-trading-bot: NEW Other Models - star count:567.0
- intelligent-trading-bot: NEW Other Models - star count:494.0
go-talib
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Algorithmic Trading with Go
Not a complete answer but I quite liked https://github.com/markcheno/go-talib for technical indicators.
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Go vs Rust for Algo Trading
For talib, https://github.com/markcheno/go-talib
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malgova - golang library for algo back-testing.
you may use, https://github.com/markcheno/go-talib for TA with the dataset. https://github.com/iwat/talib-cdl-go for candle stick pattern detection or for custom scanning.
What are some alternatives?
binance-trade-bot - Automated cryptocurrency trading bot
talib-cdl-go - A pure Go port of ta-lib only in candle recognition module (CDL).
jesse - An advanced crypto trading bot written in Python
malgova - go module for algo live trading and backtesting library to use with NSE/NFO traded scrips. supports Level 1/ Level 2 tickdata
3commas-cyber-bots - 3Commas bot helpers, AltRank, GalaxyScore, Watchlists, Auto-Compound, TrailingStopLoss, TakeProfitIncrement
vscode-go - Go extension for Visual Studio Code
polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
mercury - Bridge app for KITE Trading API. Records Live Data for later replay/Feeds live data to tools.
node-binance-trader - 💰 Cryptocurrency Trading Strategy & Portfolio Management Development Framework for Binance. 🤖
cempaka - "Write a trading bot which buys low and sells high." Sounds simple enough, right?
ANN-decompiler - "AI" demystified: a decompiler
quokka - Making data lake work for time series