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6.036_machine_learning

Repo for MIT 6.036 Machine Learning

apac_citadel_datathon

citadel_boston_regional_datathon

computer_graphics

cs107-finalproject

A python automatic differentiation library. Implement forward mode, reverse mode, and root-finding.

cs107_xin_zeng

Homework for Harvard CS107 Course - Systems Development for Computational Science

cs107test

cv_nlp_course_material

ECON 2355 Course Materials

ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

feature-engineering-book

Code repo for the book "Feature Engineering for Machine Learning," by Alice Zheng and Amanda Casari, O'Reilly 2018

interview

Interview = 简历指南 + LeetCode + Kaggle

leetcode

Study notes for Leetcode.

mit_advances_in_computer_vision

Final Project (Full Mark, 40/40)

playground

premfe_c_course

Project for Berkeley PreMFE C++ Programming and Numerical Analysis Course

quantitative_finance_teaching_materials

Section Materials for My Teaching Fellow in Quantitative Finance, Spring 2022

stat_arbitrage

Materials for Statistical Arbitrage

takehomedatachallenges

My solution to the book <A collection of Data Science Take-home Challenges>

tensorflow_cookbook

Code for Tensorflow Machine Learning Cookbook

udacity_deep-learning

Project for Deep Learning Certificate on Udacity

udacity_machine-learning-engineer

Project for Machine Learning Engineer Certificate on Udacity