tomcohen13 Goto Github PK

8-puzzle-ai

Solving 8-Puzzle using BFS, DFS, and A* search

ai-squid-game

A coding competition I've written as the Head TA of COMS W4701 - Artificial Intelligence at Columbia University

aima-pseudocode

Pseudocode descriptions of the algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

backyard

bert

Evaluations of BERT on the tasks: Word Similarity, Analogy Solving, and Paraphrase Detection

course-computational-literary-analysis

Course materials for Introduction to Computational Literary Analysis, taught at UC Berkeley in Summer 2018, 2019, and 2020, and at Columbia University in Fall 2020.

emotion-classification-with-neural-nets

Emotion classification of reviews using Deep Neural Networks, RNNs, and LSTMs

hoff-bayesian-statistics

R Markdown notes for Peter D. Hoff, "A First Course in Bayesian Statistical Methods"

interviewprep

Me documenting the continuous torment of grinding for interviews.

lr-sgd-text

Hand-written Logistic Regression model applied to labeled textual news data, predicting topics

ml-playground

Small ML projects: Perceptron implementation, Linear Regression w/ Gradient Descent, and image decomposition using K-means clustering

money-happiness-analysis-of-the-moonstone

A computational analysis of Wilkie Collins' 1868 detective novel, The Moonstone, tying the pursuit of happiness and the pursuit of money.

nn--mnist

A loop-less, linear algebraic implementation of the nearest neighbor algorithm

sample-social-network-datasets

A collection of social network datasets for teaching with tools like Gephi

sudoku-ai

Solving sudoku using ac-3, backtracking, and forward checking

tomcohen13.github.io

Personal portfolio website

w4111-databases

COMS W4111 - Introduction to Databases