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algorithms

Minimal examples of data structures and algorithms in Python

algorithms-unlocked

Python implementation of Algorithms Unlocked.

andrew-ng-ml-hw-python

A collection of HW solutions for Andrew Ng's amazing ML course using Python with scikit-learn.

book_code

This project contains the code for the OUP book Data Science & Complex Networks

collaborative-filtering

Simple item-based and user-based collaborative filtering implementation with cross-validation

collaborative-filtering-1

collaborativefiltering-movielens

coursera_bigdata_ucsd

UCSD Big Data Specialization General Materials and my Capstone Project.

data-science--cheat-sheet

Cheat Sheets

eips

The Ethereum Improvement Proposal repository

ethtoken

funk-svd

:zap: A python fast implementation of the famous SVD algorithm popularized by Simon Funk during Netflix Prize

intro2stats

Introduction to Statistics using Python

jupyter

Jupyter metapackage for installation, docs and chat

latex_templates

A collection of useful LaTeX templates.

leetcode

Solutions to LeetCode problems; updated daily. Subscribe to my YouTube channel for more.

leetcode-1

This repository contains the solutions and explanations to the algorithm problems on LeetCode. Only medium or above are included. All are written in C++/Python and implemented by myself. The problems attempted multiple times are labelled with hyperlinks.

ml-from-scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from data mining to deep learning.

movie-recommend

TSKS11 course project - recommendation system that suggests movies to viewers based on grades given by other viewers (think Netflix)

movie-recommending-system

A movie recommending system using Collaborative Filtering, SVD, or Matrix Factorization using CUR with the MovieLens dataset.

movielens-analysis

Analysis and model implementations for movie recommender systems around the MovieLens dataset

network-analysis-made-simple

For PyCon, PyData, ODSC, and beyond!

numpy-100

100 numpy exercises (100% complete)

nyu-bridge

C++ Programming Course Work for NYU Bridge Program

nyutandonbridge2018

:computer: NYU Tandon School of Engineering Files :computer:

practical-sql

Code and Data for the book "Practical SQL" by Anthony DeBarros, published by No Starch Press (2018).

python-1

All Algorithms implemented in Python

python-and-algorithms-and-data-structures

✨Algorithms & Data Structure in Python book (published by Hanbit Media, Inc.) - Python solutions for every exercises from "Cracking the Code Interview"✨

recommender-system

In this code we implement and compared Collaborative Filtering algorithm, prediction algorithms such as neighborhood methods, matrix factorization-based ( SVD, PMF, SVD++, NMF), and many others.

recommender-system-1

An Item-Based Recommendation System built on MovieLens 1M dataset - Python