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shap

A game theoretic approach to explain the output of any machine learning model.

sigma_coding_youtube

This is a collection of all the code that can be found on my YouTube channel Sigma Coding.

sparse_dot_topn

Python package to accelerate the sparse matrix multiplication and top-n similarity selection

spatial-analysis

Python scripts I use for the analysis of spatial data

student_management_system_in_django

student_management_system_in_django

subwai

Scripts for training an AI to play the endless runner Subway Surfers using a supervised machine learning approach by imitation and a convolutional neural network (CNN) for image classification

sudoku-solver

Solves sudoku in a real time webcam feed

tales-of-1001-data

A repository for exploring data science questions and listening to the stories that data has to tell

test-transforms

A repo with some code to run coordinate tests, currently just for gda2020

the-elements-of-statistical-learning

My notes and codes (jupyter notebooks) for the "The Elements of Statistical Learning" by Trevor Hastie, Robert Tibshirani and Jerome Friedman

thinkbayes2

Text and code for the forthcoming second edition of Think Bayes, by Allen Downey.

traffic-congestion-estimator

Python Script to Classify and Count Vehicles using OpenCV

traffic_counter

Using Python and OpenCV to count cars on a highway.

trafficmap

Interactive traffic map built using ReactJS and Mapbox GL JS.

tutorials

udemy-dl

A cross-platform python based utility to download courses from udemy for personal offline use.

using-asyncio-examples

Examples from "Using Asyncio in Python: Understanding Python's Asynchronous Programming Features".

vehicle_counting

Vehicle Detection, Tracking and Counting by Blob Detection

vehiclecounting

using OpenCV to count vehicles

vosk-server

WebSocket, gRPC and WebRTC speech recognition server based on Vosk and Kaldi libraries

workout_tracker

xgb-explainer-vis

Function to visualize the XGBoost explainer in Python