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algorithmic-toolbox

Code written for assignments as a part of Coursera's Algorithmic Toolbox by UCSD

anime-recommendation-engine

appdev-week3-graphql

audio

simple audio I/O for pytorch

aws-sagemaker-sentiment-analysis

bike-share-analysis

In this project, we will perform an exploratory analysis on data provided by Motivate, a bike-share system provider for many major cities in the United States.

blackjack-playing-strategy-using-monte-carlo-methods

This repository contains Monte Carlo solution to get the optimal policy to play the game of Blackjack.

boston-house-value-prediction

This repository contains a Decision Tree model that predicts the boston house prices.

bringing-old-photos-back-to-life

Bringing Old Photo Back to Life (CVPR 2020 oral)

cloudformationproject

Deploy an application (Apache Web Server) and pick up code (JavaScript and HTML) from S3 Storage using cloudformation

cnn-with-pytorch

The repository contains basic exploration of Pytorch library to apply CNNs for Image classification

course-collaboration-travel-plans

course-dbt

Analytics engineering with dbt - projects and developer environment

course-v3

The 3rd edition of course.fast.ai - coming in 2019

coursera

cs50

The code in this repository represents the Pset exercises for the 2017 version of CS50

customer-segmentation

In this project I will use unsupervised learning techniques on product spending data collected for customers of a wholesale distributor in Lisbon, Portugal to identify customer segments hidden in the data.

datasets

🤗 Fast, efficient, open-access datasets and evaluation metrics in PyTorch, TensorFlow, NumPy and Pandas

digital_humanities

dog-breed-identification

In this project, we will build a pipeline that can be used within a web or mobile app to process real-world, user-supplied images. Given an image of a dog, the algorithm will identify an estimate of the canine’s breed. If supplied an image of a human, the code will identify the resembling dog breed.

dp-frozenlake-environment

This repository contains optimal policy and state-value function evaluation for the Frozen Lake environment using Dynamic Programming

environmental-sound-classification

The problem of multi-class sound classification is tackled in this project.

fastai-from-scratch

A repository following the journey of fastai v3 part 2. I will try to recreate the fastai library following the lectures and hopefully learn a lot.

fastbook

Draft of the fastai book

finding-donors-for-charityml

In this project, we will employ several supervised algorithms of your choice to accurately model individuals' income using data collected from the 1994 U.S. Census.

flask-learn

fly-a-quadcopter

In this project, we train an actor-critic agent to learn how to fly a Quadcopter.

history-of-olympics

Detailed data analysis and visualization of historic Olympics results have been performed in this repository.

jenkins-pipeline-aws-static-website

kitnet-py

KitNET is a lightweight online anomaly detection algorithm, which uses an ensemble of autoencoders.