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Code for order book, order manager, and various trading strategies using ML, TSA, and other things
This was an attempt to try and get an evolutionary search (ES) method that incorporated online PCA to trade stocks on its own and also with trading strategies that were coded up based on things we found online. The latter didn't actually work out but the former and trading strategies are there. P.S. More work can be found in Algo-Trading-Class repo
:books: List of awesome university courses for learning Computer Science!
Quant/Algorithm trading resources with an emphasis on Machine Learning
Projects I worked on as an undergrad
Cyber bullying detection model
Cheat Sheets
Text-to-Image app hosted on AWS using Docker and more things
My attempt at a full stack data science project
Credit Analysis of IQVIA
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
Deploying something with Flask, Docker, Kubernetes, and other things
Storing explanations & code of leetcode questions to help me remember the solutions.
Final Project for Probabilistic Machine Learning Course. Includes code for 3 SoTA online GP's applied to sensor data
Highway Traffic Analysis using Queuing Theory
Takes the matrix factorization present in NMF and adds a regularization of a new matrix which has a correlation score of sorts between words to the loss function. This makes it give topics that are more contextually influenced! This is the math part of it as I signed an NDA so I can't get too detailed into the end-to-end pipeline.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.