amblount

amblount.github.io

My Blog

Bias-in-AI-Tools-for-Algorithmic-fairness-and-accountability-

code2040API

API Challenge for 2017 fellowship

CP-for-ED-scheduling

UCSF resident scheduler

data-science-primer

A set of self paced resources for anyone looking to get into data science. The materials assume an absolute beginner and are intended to prepare students for the Galvanize Data Science interview process: http://www.galvanize.com/courses/data-science/

datasciencesummerprogram

Meta-learning skill acquisition model to help improve student outcomes in online spaces.

destination-tracker

Project 2.0 WDI-32

fitbit-data-set

data analysis on data set

MitOpenCourseWare

computer science curriculum

ng-firebase

[angular, firebase]

amblount/CP-for-ED-scheduling

UCSF resident scheduler

amblount/amblount.github.io

My Blog

amblount/Bias-in-AI-Tools-for-Algorithmic-fairness-and-accountability-

amblount/datasciencesummerprogram

Meta-learning skill acquisition model to help improve student outcomes in online spaces.

amblount/resume-parser

amblount/adop-shop

Mock Dog Adoption eCommerce site powered by Rails

amblount/amblount

I write about my data science projects.

amblount/azure-docs

Open source documentation of Microsoft Azure

amblount/Capsule_Wardrobe

A virtual catalog where users can upload clothes pictures, classify them in lists and create personalized looks. Built with Ruby on Rails, Bootstrap, and Cloudinary API.

amblount/cayman

Cayman is a Jekyll theme for GitHub Pages

amblount/cognitio

Module Learning for Summer Internship Students

amblount/competitiveMARL

multi-agent reinforcement learning for competitive environments using pytorch

amblount/deepslide

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

amblount/DialoGPT

Large-scale pretraining for dialogue

amblount/DialogRPT

EMNLP 2020: "Dialogue Response Ranking Training with Large-Scale Human Feedback Data"

amblount/emerald-jabs

Full Stack Rails Learning Management System

amblount/friendlyeats-web

amblount/GTN

amblount/kanyes-contract

NLP project to parse Kanyes contract

amblount/lcase

Case for Leila

amblount/lcase2

Repo for Leila Case

amblount/leap-day

Leap day is a Jekyll theme for GitHub Pages

amblount/minerl

get started with minerl competition

amblount/minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

amblount/multiagent_rl

Multi-Agent Reinforcement Learning with Particle Env. (on going)

amblount/neurIPS-papers-metadata

Data Engineering project using cosmos to add ML/DL sub-topics to papers - Search Engine

amblount/rashadwest.github.io

I'm creating a blog for our Beat the Expert data science project.

amblount/reinforcement_learning_using_tensorflow2.0

Some reinforcement learning examples using tensorflow 2.0.

amblount/RL-algorithms

reimplementing RL algorithms

amblount/textured-hair-care

product recommendation algorithm powered by influencers