Tim Yee's repositories
Human-Activity-Detection-Case-Study
Case Study - Achieved 95%+ accuracy through hyper parameter tuning of a LSTM on sequence classification. Objective: find the optimal hyper parameters such that it performs close to human level feature engineering combined with traditional machine learning models. Hyper parameters: BatchNormalization, Dropout, Dense Depth/Width, LSTM Depth/Width
Microsoft-Malware-Prediction
Microsoft Malware Prediction on Kaggle. Large Tabular Dataset, Binary Classification, AUC metric, Categorical data, Continuous Numerical Data, Train/Test distribution differences
square-job-automation
Apply to jobs at Square using automation
blend-job-automation
Apply to jobs at Blend using browser automation
Bad-Movies
A practice tool designed to cover the fundamentals of fullstack application development
CEFR-English-Level-Predictor
NLP system for predicting the reading difficulty level of a text in terms of its CEFR level.
CNN_MNIST_Benchmark
Conduct a CPU/GPU overclock experiment with MNIST dataset. What performance improvements does overclocking a CPU/GPU yield if any? I answer this in my blog post and jupyter notebook.
cowlist-initialized
Normal Cowlist App with Webpack Configuration Already Set
deploying-machine-learning-models
Code for the online course "Deployment of Machine Learning Models"
docker-demo
Docker demo for after hours talk with Hack Reactor
docker101-demo
A simple repo to help demonstrate the building-blocks of Docker.
Momentus
personalized stock ticker lookup & tracker
Python-Geopandas-Workshop
In this workshop you will learn about pandas and geopandas by exploring UK Crime Data in a Jupyter notebook
recursion-prompts
Repository of prompts to be solved using recursion
sorting-visualizer
React and chartjs application to visualize sorting algorithms
Sostratus
ez-commerce reviews API