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algo-prob-solving

best-readme-template

An awesome README template to jumpstart your projects!

crossword-solver

An AI to solve the crossword

fundamental-codes

These are the fundamental codes for learning Python.

hangman-game

heart-failure

(Pandas, matplotlib, seaborn, sklearn) Build Machine Learning model to predict Heart Failure patient.

heredity

machine-learning-interviews

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

ml-tutorial

Introduction to ML packages for the 6.86x course

mnist-model-deployment

Deploying Deep Learning model for MNIST data on Docker

page-rank

An AI to rank web pages by importance.

raft-rest-message-queue

Raft consensus algorithm for REST Message queue

rebuild-unix-shell

simulation-vs-binomial-test

slideflow

Deep learning library for digital pathology, with both Tensorflow and PyTorch support.

stock_trading

Object-oriented programming, database manipulation, web scrape, I/O file, data collection and cleaning, data analysis and visualization. These codes simulate stock trading and portfolio.

sudokuai

sunset-image-analysis

(Numpy, matplotlib) Using Numpy to analyze and manipulate color schemes of a photo.

survey-analysis

(Pandas, SQL, Matplotlib) Analysis and Visualization of the survey made in Google Form.

uber-usage

virus-treatment-model

(Object-oriented-programming, matplotlib) These codes are to design and implement a stochastic simulation of patient and virus population dynamics, and reach conclusions about treatment regimens based on the simulation results.

youtube-data-analysis

(Youtube Data API v3, pandas, seaborn) Scrape data from top artists' Youtube channels and visualize.