achchg Goto Github PK

2015

Public material for CS109

2016

Course material for BIO 260 and CSCI E-107 in Spring 2016

2017

Course material for BST 260 in Fall 2017

achchg.github.io

airflow

Apache Airflow

airflow-tutorial

Airflow basics tutorial

awesome-public-datasets

A topic-centric list of HQ open datasets.

ballr

Interactive NBA Shot Charts with R and Shiny

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

causal_inference_python_code

Python code for part 2 of the book Causal Inference: What If, by Miguel Hernán and James Robins

causalml

Uplift modeling and causal inference with machine learning algorithms

chang_folio

A beautiful, simple, clean, and responsive Jekyll theme for academics

chosen

Chosen is a library for making long, unwieldy select boxes more friendly.

course-v3

The 3rd edition of course.fast.ai

coursera-machine-learning

Coursera Machine Learning - Python code

cs224_robustqa

MAML DistilBERT

cs229-chang

d3-plugins

A repository for sharing D3.js plugins.

d3-queue

Evaluate asynchronous tasks with configurable concurrency.

d3-tip

d3 tooltips

d3.basketball-shot-chart

Generic Basketball Shot Charts

d3.chart

A framework for creating reusable charts with d3.js.

datalib

JavaScript data utility library.

datathon

This is a datathon of diabetes prevalence prediction I participated in 2016 (Award winner). In a team of 3 members, we built a model to predict diabetes using accessible public greenness. In particular, I built this interactive map using D3.js in less than 24hr.

ecosystem

Integration of TensorFlow with other open-source frameworks

gcloud

Google Cloud tutorial and setup

generate-novel-molecules-with-lstm

Novel molecules generation with LSTM

h2o-3

Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA, Stacked Ensembles, Automatic Machine Learning (AutoML), ...)

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.

hearthbreaker

A Hearthstone: Heroes of WarCraft Simulator for the purposes of Machine Learning and Data Mining