RAG_Hack
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microsoft
Project: Algorithmic Trading Simulator
Project Name
Algorithmic Trading Simulator
Description
RAG is a sophisticated Python-based trading simulator designed to help users test and analyze algorithmic trading strategies using historical data. This project focuses on implementing and evaluating a moving average crossover strategy on simulated stock price data. RAG offers a practical tool for understanding trading algorithms, financial analysis, and data visualization.
Features:
Historical Data Simulation: Generates realistic simulated stock prices to create a controlled environment for strategy testing. Trading Strategy Implementation: Utilizes a moving average crossover strategy to generate buy and sell signals based on the simulated data. Performance Metrics: Calculates key performance metrics, such as total return and portfolio value, to evaluate the effectiveness of the trading strategy. Visual Analytics: Provides detailed visualizations of stock prices, moving averages, trading signals, and portfolio performance to facilitate data-driven decision-making. Components:
Data Generation: Produces simulated stock price data to mimic market conditions. Trading Strategy: Applies a moving average crossover technique, where buy and sell signals are generated based on the interaction between short-term and long-term moving averages. Backtesting: Simulates trading activity using the strategy, tracking performance metrics like portfolio value over time. Visualization: Uses Matplotlib to plot stock price trends, moving averages, trading signals, and portfolio value, helping users understand the strategy's impact visually.
Technology & Languages
- [ ] JavaScript
- [ ] Java
- [ ] .NET
- [X] Python
- [ ] AI Studio
- [ ] AI Search
- [ ] PostgreSQL
- [ ] Cosmos DB
- [ ] Azure SQL
Project Repository URL
https://github.com/1233jhiggyugyuigiy/Sajjad-Project-Rag
Deployed Endpoint URL
No response
Project Video
https://github.com/1233jhiggyugyuigiy/Sajjad-Project-Rag/blob/main/RAG.mp4
Team Members
Muhammad Sajjad Faisal
I didn't it by mistake actually I was trying to submit the project can you help me do it
On Fri, Sep 13, 2024, 9:25 PM Pamela Fox @.***> wrote:
Did you close on purpose?
— Reply to this email directly, view it on GitHub https://github.com/microsoft/RAG_Hack/issues/86#issuecomment-2349332497, or unsubscribe https://github.com/notifications/unsubscribe-auth/A52WNZWY3A2OINIHO7XPXBTZWMGWXAVCNFSM6AAAAABOFV5ZDGVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGNBZGMZTENBZG4 . You are receiving this because you modified the open/close state.Message ID: @.***>
Is it submitted?
On Fri, Sep 13, 2024, 9:54 PM Pamela Fox @.***> wrote:
Okay, re-opening, you're all set!
— Reply to this email directly, view it on GitHub https://github.com/microsoft/RAG_Hack/issues/86#issuecomment-2349420542, or unsubscribe https://github.com/notifications/unsubscribe-auth/A52WNZQNF3GHE2YYJJH72LLZWMKGHAVCNFSM6AAAAABOFV5ZDGVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDGNBZGQZDANJUGI . You are receiving this because you modified the open/close state.Message ID: @.***>
Hello @1233jhiggyugyuigiy, thank you for participating in RAG Hack!
The team is working hard to distribute badges. Please have each team member fill out this form: aka.ms/raghack/badge-dist
Thank you!
Any updates on badges
On Wed, Oct 23, 2024, 6:29 AM Josh Oh @.***> wrote:
Hello @1233jhiggyugyuigiy https://github.com/1233jhiggyugyuigiy, thank you for participating in RAG Hack!
The team is working hard to distribute badges. Please have each team member fill out this form: aka.ms/raghack/badge-dist
Thank you!
— Reply to this email directly, view it on GitHub https://github.com/microsoft/RAG_Hack/issues/86#issuecomment-2430613721, or unsubscribe https://github.com/notifications/unsubscribe-auth/A52WNZRNLWHJH2BYQTI6JRTZ433YDAVCNFSM6AAAAABOFV5ZDGVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDIMZQGYYTGNZSGE . You are receiving this because you were mentioned.Message ID: @.***>
What is the status now ?
On Wed, Nov 6, 2024, 12:50 AM Josh Oh @.***> wrote:
We have closed the form, and we are working on distribution now.
— Reply to this email directly, view it on GitHub https://github.com/microsoft/RAG_Hack/issues/86#issuecomment-2458030408, or unsubscribe https://github.com/notifications/unsubscribe-auth/A52WNZWI3TKS5MBTXENSJB3Z7EOSBAVCNFSM6AAAAABOFV5ZDGVHI2DSMVQWIX3LMV43OSLTON2WKQ3PNVWWK3TUHMZDINJYGAZTANBQHA . You are receiving this because you were mentioned.Message ID: @.***>
Hello, we are working on getting the badges distributed. There have been some technical difficulties.