Siyuan Li's repositories
Bike-Sharing-Demand-Kaggle
Predicting Bike Rental Demand using Linear and Non-linear Regression Models
AmesHousing
Ames Housing Competition repo for Team JLP
120-Data-Science-Interview-Questions
Answers to 120 commonly asked data science interview questions.
finery_imageRecognition
Deep convolution image recognition model for clothing image classification
awesome-bigdata
A curated list of awesome big data frameworks, ressources and other awesomeness.
Toxic-Comment-Classification
Thesis for Master of Applied Statistics UCLA, a NLP and Deep Learning implementation on toxic comment classification.
awesome-public-datasets
An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!
biaxial-rnn-music-composition
A recurrent neural network designed to generate classical music.
Census-Income-Classification
Benchmarked various supervised and unsupervised models in predicting income level based on various predictors.
cs231n.github.io
Public facing notes page
deep-learning
Repo for the Deep Learning Nanodegree Foundations program.
Glass-Classification
Glass Classification Using Decision Trees and k-NN Algorithms.
handson-ml
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
LeetCode
:pencil2: LeetCode solutions in C++ 11 and Python3
LightGBM
A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks. It is under the umbrella of the DMTK(http://github.com/microsoft/dmtk) project of Microsoft.
Mailspring-Theme-Starter
A starting point for creating your own custom Mailspring themes!
open-source-cs
Video discussing this curriculum:
qmk_firmware
Open-source keyboard firmware for Atmel AVR and Arm USB families
Simple-Shiny-App
Interactive web app for data visualization
stanford-tensorflow-tutorials
This repository contains code examples for the course CS 20SI: TensorFlow for Deep Learning Research.
stat418-hm3
Homework 3 for STAT418 Tools in Data Science instructed by Szilard Pafka
teachable-machine
Explore how machine learning works, live in the browser. No coding required.
Video_Object_Detection
A work in progress/experiment about Object Detection with video input