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46 search results found

Pyportfolioopt ⭐ 3,936

Financial portfolio optimisation in python, including classical efficient frontier, Black-Litterman, Hierarchical Risk Parity

Alphalens ⭐ 2,605

Performance analysis of predictive (alpha) stock factors

Algorithmic Trading Python ⭐ 2,139

The repository for freeCodeCamp's YouTube course, Algorithmic Trading in Python

Quantresearch ⭐ 1,410

Quantitative analysis, strategies and backtests

Fastquant ⭐ 1,244

fastquant — Backtest and optimize your ML trading strategies with only 3 lines of code!

Py4fi2nd ⭐ 1,196

Jupyter Notebooks and code for Python for Finance (2nd ed., O'Reilly) by Yves Hilpisch.

Machine Learning Asset Management ⭐ 1,159

Machine Learning in Asset Management (by @firmai)

Sgx Full Orderbook Tick Data Trading Strategy ⭐ 1,151

Providing the solutions for high-frequency trading (HFT) strategies using data science approaches (Machine Learning) on Full Orderbook Tick Data.

Algorithmictrading ⭐ 606

This repository contains three ways to obtain arbitrage which are Dual Listing, Options and Statistical Arbitrage. These are projects in collaboration with Optiver and have been peer-reviewed by staff members of Optiver.

Jupyter Notebooks and code for the book Python for Algorithmic Trading (O'Reilly) by Yves Hilpisch.

This github repository of "Machine Learning and Data Science Blueprints for Finance". Please star.

Stock Analysis Engine ⭐ 414

Backtest 1000s of minute-by-minute trading algorithms for training AI with automated pricing data from: IEX, Tradier and FinViz. Datasets and trading performance automatically published to S3 for building AI training datasets for teaching DNNs how to trade. Runs on Kubernetes and docker-compose. >150 million trading history rows generated from +5000 algorithms. Heads up: Yahoo's Finance API was disabled on 2019-01-03 https://developer.yahoo.com/yql/

Tvdatafeed ⭐ 363

A simple TradingView historical Data Downloader

Roboquant ⭐ 280

Roboquant is a fast, flexible, user-friendly and completely free algorithmic trading platform

Algotrading Example ⭐ 254

algorithmic trading backtest and optimization examples using order book imbalances. (bitcoin, cryptocurrency, bitmex, binance futures, market making)

Notebooks ⭐ 247

Analysis on systematic trading strategies (e.g., trend-following, carry and mean-reversion). The result is regularly updated.

Quantitative Notebooks ⭐ 233

Educational notebooks on quantitative finance, algorithmic trading, financial modelling and investment strategy

Freqtrade ⭐ 140

Automatically deploy freqtrade to a remote Docker host and auto update strategies.

Mixture_model_trading_public ⭐ 138

Fetching Financial Data ⭐ 105

Fetching financial data for technical & fundamental analysis and algorithmic trading from a variety of python packages and sources.

Deep Reinforcement Learning For Trading

Stock Return Prediction Using Knn Svm Guassian Process Adaboost Tree Regression And Qda ⭐ 85

Forecast stock prices using machine learning approach. A time series analysis. Employ the Use of Predictive Modeling in Machine Learning to Forecast Stock Return. Approach Used by Hedge Funds to Select Tradeable Stocks

Trade Executor ⭐ 69

A Python framework for managing positions and trades in DeFi

Market Making Backtest ⭐ 63

algo trading backtesting on BitMEX

Bsm Time Machine ⭐ 54

A Black-Scholes-based options backtesting simulator

Blockchain Science Py ⭐ 53

👾 𝗺𝘆 𝗼𝗻-𝗰𝗵𝗮𝗶𝗻 𝗿𝗲𝘀𝗲𝗮𝗿𝗰𝗵, 𝗻𝗼𝘁𝗲𝗯𝗼𝗼𝗸𝘀, 𝗾𝘂𝗮𝗻𝘁 𝗯𝗼𝘁𝘀 - 𝗽𝘆𝘁𝗵𝗼𝗻 𝗲𝗱𝗶𝘁𝗶𝗼𝗻

Fbdqa 2019a ⭐ 45

金融大数据量化分析

Quant Library ⭐ 41

α collection of resources for people interested in quant finance

Hjalgos_notebooks ⭐ 34

Algorithmic trading NSE and BSE stocks using Zerodha's kite-connect API.

Trading Rules Using Machine Learning ⭐ 32

A financial trading method using machine learning.

Deeptrading ⭐ 30

Deep Neural Network Trading collection of Tensorflow Jupyter notebooks

Technical_analysis_and_feature_engineering ⭐ 29

Feature Engineering and Feature Importance of Machine Learning in Financial Market.

Nostradamus ⭐ 29

Backtesting an algorithmic trading strategy using Machine Learning and Sentiment Analysis.

Crypto Arbitrage Mispricing Algotrading101 ⭐ 26

Find Crypto Mispricing for Arbitrage - Algotrading101 blog

Metis_projects_chicago_2017 ⭐ 25

Metis Data Science Portfolio - Summer 2017

Nse Stock Scanner ⭐ 24

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

Tradingview Defi Strategy ⭐ 22

Example how to convert PineScript based algorithmic trading strategy for DeFi

Pytrade2 ⭐ 21

Binance сrypto trading AI bots

Bitcoin Google Trend Strategy ⭐ 19

trade bitcoin using simple google trend strategy

Alpaca Zipline ⭐ 19

Alpaca riding on a zipline

Ftx Api Algotrading101 ⭐ 18

FTX API - A Complete Guide - Algotrading101

Quant Finance ⭐ 16

Some notebooks with powerful trading strategies.

Deep_trading ⭐ 14

This project aims to select a supervised algorithm that can predict stock prices basing on historical data and use the predictor generated to form trading strategies.

Financial_data_analysis ⭐ 13

Sample Codes for the Medium Publication "Financial Data Analysis"

Hands On Machine Learning For Algorithmic Trading Sample ⭐ 13

Hands-On Machine Learning for Algorithmic Trading, published by Packt

Finding Alpha With Ai ⭐ 12

A 3 part series of Jupyter notebooks to help one find alpha in the stock market with AI

Trend Day ⭐ 12

Intraday momentum strategy that buys (sells) leveraged ETFs late in the trading session following a significant intraday gain (loss) and holds until the close. From Ernie Chan's book Algorithmic Trading. Runs in Moonshot.

A Backtest A Day ⭐ 11

Join me everyday as I backtest a different quant strategy for the markets!

Algotrading ⭐ 11

Financial Machine Learning and Algorithmic Trading with Python

Fx_naivechartpredictions_using_fastai ⭐ 11

Predictions of long/short positions for FX trading done using state-of-the-art image recognition algorithms

Kraken Api A Complete Guide Algotrading101 ⭐ 10

Kraken API Guide for the Algotrading101 blog

Algo_trading_and_quant_strategies ⭐ 10

Supplemental Material for Algorithmic Trading and Quantitative Strategies

Trading Sp500 ⭐ 10

A case study in betting on the S&P 500 using the Kelly criterion

Terra Blockchain Algotrading101 ⭐ 10

A Python guide to the Terra Blockchain

Algorithmic Trading Highlowpoint ⭐ 9

Algorithmic trading

Trading strategy documentaiton

Coinbase Pro Api ⭐ 8

Coinbase Pro API

Synthetic Data For Finance ⭐ 8

Material for QuantUniversity talk on Sythetic Data Generation for Finance.

Rnn Stocks Prediction ⭐ 8

EUR/USD Binary Options Predictions: Using Deep Learning and Random Forest.

Quant_research ⭐ 8

Collection of notebooks and scripts related to financial engineering, quant-research and algo-trading.

Algotrading ⭐ 7

Ultimate Stock Machine Learning Training Dataset ⭐ 7

Algo Trading - Notebooks: Start to End of Algo Trading Development. Data:Stocks up till 2019 with all daily close data.

Data science project with the goal of deploying a profitable market trading algorithm on the real stock and/or FOREX market with real money to generate passive income.

Ethdubai 2023 Hackathon ⭐ 6

Trading is the killer application of Web3. Citade-Sashimi enables the development of professional quant finance trading strategies for Sushi using Python scripting and Enzyme vaults.

Codeload Demo ⭐ 6

Demo configuration files and strategy code for QuantRocket

Backtesting_and_algotrading_options_with_interactive_brokers_api ⭐ 5

backtesting and algotrading options using Interactive Brokers API (native python api)

Intro To Algotrading Workshop ⭐ 5

Telegramtrademsgbacktestml ⭐ 5

Backtest telegram mesaage from whole channel about trading(as in stocks or crypto) using Mahcine Learnig (Named Entity Recognition or Token Classification) for zerodha and angel broking or for NSE or any one else.

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