ajohnson114,github

ajohnson114.github.io

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algo-trading-class

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

awesome-courses

:books: List of awesome university courses for learning Computer Science!

awesome-quant-machine-learning-trading

Quant/Algorithm trading resources with an emphasis on Machine Learning

code-from-undergrad

Projects I worked on as an undergrad

cybulde-model

Cyber bullying detection model

data-science--cheat-sheet

Cheat Sheets

dl_app

Text-to-Image app hosted on AWS using Docker and more things

gcp_project

My attempt at a full stack data science project

iqvia-deck

Credit Analysis of IQVIA

kalman-and-bayesian-filters-in-python

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.

kube_deploy

Deploying something with Flask, Docker, Kubernetes, and other things

leetcode

Storing explanations & code of leetcode questions to help me remember the solutions.

onlinegp

Final Project for Probabilistic Machine Learning Course. Includes code for 3 SoTA online GP's applied to sensor data

simulation

Highway Traffic Analysis using Queuing Theory

work-from-ucla

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.

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