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Machine-learning-for-trading Alternatives
Similar projects and alternatives to machine-learning-for-trading
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Mad-Money-Backtesting
Backtesting recommendations from Mad Money and "The Cramer Effect/Bounce"
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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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zero-to-mastery-ml
All course materials for the Zero to Mastery Machine Learning and Data Science course.
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documentation
This repository contains the documentation for the current Quantiacs project. Check it out at: https://quantiacs.com/documentation/en/ (by quantiacs)
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cryptocurrency-price-prediction
Discontinued Cryptocurrency Price Prediction Using LSTM neural network
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TTM
# TTM Stock squeeze detection based on bollinger + keltner channels. Detects which stocks are out after bollinger is inside keltner channel.
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fraud-detection-handbook
Reproducible Machine Learning for Credit Card Fraud Detection - Practical Handbook
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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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SynthDet
SynthDet - An end-to-end object detection pipeline using synthetic data
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ydata-profiling
1 Line of code data quality profiling & exploratory data analysis for Pandas and Spark DataFrames.
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ydata-synthetic
Synthetic data generators for tabular and time-series data
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gretel-synthetics
Synthetic data generators for structured and unstructured text, featuring differentially private learning.
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JackrabbitRelay
Jackrabbit Relay is an API endpoint for cryptocurrency/forex exchanges.
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pyRMT
Python library for Random Matrix Theory, cleaning schemes for correlation matrices, and portfolio optimization
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SaaSHub
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machine-learning-for-trading reviews and mentions
Posts with mentions or reviews of machine-learning-for-trading.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-03.
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Libraries for synthetic data?
Wondering if anyone has a favorite python library for generating synthetic price data? Ideally I'm looking for something that allows me to generate specific conditions like "bearish" "bullish" "choppy" "volatile" and so on, maybe even throw in some spikes to represent FED events, so my algo can experience a larger amount of out-of-dataset conditions. From what I've found so far, it seems like TimeGAN might be a good option.
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As someone who has zero knowledge in coding, and algo trading—but has more than 7 years of experience in manually trading, where should I start?
I would highly recommend the book Machine Learning for Algorithmic Trading: https://github.com/stefan-jansen/machine-learning-for-trading
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Papers for intro to Statistical Arbitrage
You have to be a little careful with ML if you’re putting it to use, a couple books that give some good practices are https://ml4trading.io/ and https://www.wiley.com/en-gb/Advances+in+Financial+Machine+Learning-p-9781119482086 .
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www.saashub.com | 16 Apr 2024
Stats
Basic machine-learning-for-trading repo stats
224
11,714
1.1
10 months ago
The primary programming language of machine-learning-for-trading is Jupyter Notebook.
Popular Comparisons
- machine-learning-for-trading VS SDV
- machine-learning-for-trading VS Mad-Money-Backtesting
- machine-learning-for-trading VS zero-to-mastery-ml
- machine-learning-for-trading VS documentation
- machine-learning-for-trading VS cryptocurrency-price-prediction
- machine-learning-for-trading VS TTM
- machine-learning-for-trading VS fraud-detection-handbook
- machine-learning-for-trading VS SynthDet
- machine-learning-for-trading VS ydata-profiling
- machine-learning-for-trading VS DataScienceProjects
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