anna1027 Goto Github PK

2020-fall-data-science

advanced-neural-network-ml-dogbreeds

This is a neural network project using Tensorflow and Keras. We can see how the accuracy is improved by using different activation functions and optimizers.

advanced-svm

Support vector machines let us predict catergories. This project is using SVMs by formatting data correctly, visualizing the SVM model and then evaluating the SVM model. We will be looking at prions - misfolded proteins that are associated with several fatal neurodegenerative diseases (kind of like Daleks). Looking at examples of proteins mass and weight, we will build a predictive model to detect prions in blood samples.

algorithmleftrotationchallenge

Problem Solved : A left rotation operation on an array shifts each of the array's elements unit to the left. For example, if left rotations are performed on array [1,2,3,4,5] , then the array would become [3,4,5,1,2]. Given an array a of n integers and a number d , perform d left rotations on the array. Return the updated array to be printed as a single line of space-separated integers.

algorithmsockmerchantchallenge

Problem Solved : John works at a clothing store. He has a large pile of socks that he must pair by color for sale. Given an array of integers representing the color of each sock, determine how many pairs of socks with matching colors there are. For example, there are n=7 socks with colors ar=[1,2,1,2,1,3,2] . There is one pair of color 1 and one of color 2. There are three odd socks left, one of each color. The number of pairs is 2.

bank-account

This is a C++ bank account program that allows users to create checking account, saving account and credit card. The program allows users to deposit or withdraw from the accounts.

barcodegenerator

This is a bar code generating program

bitcointracker

This project tracks real-time bitcoin price using bitcoin API

bostonjobs-webscraping

This is a Python Web Scraping (Data Science) project

burger-restaurant-project

This is a C++ burger restaurant program. It takes user's menu selection input and calculates the total cost. The program also calculates the the deliver fees and taxes. Additionally, it calculates the total sales, costs and the profits for the restaurant manager.

caesarcipherencryption

Encryption of message with Caesar Cipher algorithm using python

cc21fall1

Source files for EDAV Fall 2021 Mon / Wed Community Contribution Project

classification_algorithms_loan_case_prediction

This project builds classifiers to predict whether a loan case will be paid off or not.

content-based_recommendation_system

Recommends movies to the users based on their preferences

convolutional-neural-network-cnns_mnist

This project trains a CNN to recognise handwritten digits, using the MNIST digit dataset.

credit_card_fraud_detection

This project detects the credit card fraud transactions using deep learning algorithms (Autoencoders in H2O)

cu_ml_project_2

Implemented Niave Bayes, Logistic Regression, Newton's Method and Gaussian Process.

cu_ml_project_3

AdaBoost Algo, K_means Algo, Baye's Classifier

cu_ml_project_4

Markov Chains, Topic Modeling

currency-converter

Currency converter

customer_churn_prediction

Create a model with telecommunications data to predict when its customers will leave for a competitor, so that you can take some action to retain the customer.

data-structure-

Data structures & algorithms cheat sheet

datasciencetopics

Visualizing a survey that was conducted to gauge an audience interest in different data science topics

decision-trees

Using Decision Tree classification algorithm to build a model from historical data of patients, and their respond to different medications.

deepleague

(Open Source) Computer Vision + Deep Learning + League of Legends

emily

✍️ A mobile app all about Emily Dickinson's poetry

emojis-generator

This is a python project creates emojis. It is a short but fun project

etf_spy_trading_strategy

Using neural networks to solve the classification problem and use activation functions to estimate the probability of making a profit of Δ.

face_recognition

The world's simplest facial recognition api for Python and the command line

fibonacci-numbers

python micro project: Fibonacci