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followers: 8.0 following: 3.0 repos: 19.0 gists: 0.0

Name: Brandon Hulston

Type: User

Bio: hi:D. My Github is focused on learning and applying ML/AI models to my interests, and some SWE on the side

Brandon Hulston's Projects

alpacafinetuning---btc-sentiment

Using a Kaggle dataset of tweets about BTC for sentiment prediction

bookmark_plugin

A better alternative to Chrome Bookmarks for Obsidian users. Customize templates on the fly and either append to existing notes, create new notes, or do both!

deeplearning-coursera

Homeworks and projects from DeepLearning.ai

draft-image-recognition-and-auto-encoder

In-progress: Sequential Convolutional Neural Networks and an Auto-encoder to reduce dimensionality of images

hands_on_ml_notes

My notes on the Hands on ML with scikit learn, Keras, and TensorFlow book

language-classification-of-audio

Classifying the language spoken in audio clips of native speakers using audio augmentation techniques and Convolutional Neural Networks

linearoptimization-uber-modeling

Using simulations to create matching engines using cvxpy as a linear optimizer

my-personal-notes

Some of my learning in Python! I'd recommend looking at the DS_HandBook and the illustration of pca concepts

nanogpt---tinyeducationstories

The simplest, fastest repository for training/finetuning medium-sized GPTs.

ollama-webui

ChatGPT-Style Web UI Client for Ollama 🦙

onlinetalks-camps

Notes from any online sessiosn I take part in

pymongo-ml

Using MongoDB database in conjunction with Python to make predictions on housing prices

random-forest-on-cancer-classification

Built Random Forest classifier from scratch on top of Scikit Learn decision trees. Using Scikit Learn to create data cleaning pipelines, perform grid searches for hyper parameter tuning, and decision tree modeling

recipedb-project-in-progress

Webscraping recipes from online, and building a recipe recommender that finds healthy alternatives to recipes. Includes nutritional info

ripple-summer-project

Defined key metrics, built data, analysis, and ML pipelines, feature engineering, and dashboard engineering. Data was collected from blockchain nodes, containing information about customer quotes and payments. Focused on quotes

time-series-analysis-with-python-cookbook

Time Series Analysis with Python Cookbook, published by Packt

time-series-anomaly-detection

Applying a unique approach to an existing research paper on rare event detection in time-series data using an encoder-logistic regression ensemble.

time-series-prediction-with-lstm-and-xgb

Build an algorithm that can predict multiple future states of Limit Order Books using high-frequency, multi-variate, short time-frame data

usc-gpt

Simple Retrieval LLM application to help you find classes at USC

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