lokeshgithub's repositories

computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

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system-design-primer

Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.

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MathAndScienceNotes

Notes/links on math and science, including statistics, bayes, cmpsc, quant trading, machine learning, etc

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1806

18.06 course at MIT

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autoEDA-resources

A list of software and papers related to automatic and fast Exploratory Data Analysis

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awesome-artificial-intelligence-guidelines

This repository aims to map the ecosystem of artificial intelligence guidelines, principles, codes of ethics, standards, regulation and beyond.

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awesome-ds-setting

A tutorial for setting a new machine with core data science tools

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bookclub-ggplot2

ggplot2 Book Club

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challenges

PyBites Code Challenges

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Complete-System-Design

This repository contains everything you need to become proficient in System Design

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data-science-interviews

Data science interview questions and answers

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engineering-blogs

A curated list of engineering blogs

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FES

Code and Resources for "Feature Engineering and Selection: A Practical Approach for Predictive Models" by Kuhn and Johnson

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free-programming-books

:books: Freely available programming books

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kaggle-m5-forecasting-accuracy-4th-place

[kaggle] M5 Forecasting - Accuracy (4th place solution)

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m5

Kaggle M5 Forecasting - Uncertainty 4th Place Solution

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M5-Demand-Forecasting

7th placed solution in M5 demand forecasting

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m5-forecasting

m5-forecsting-accuracy: 143rd, m5-forecastinig-uncertainty: 80th

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M5-Forecasting-Accuracy

102nd place (silver medal).

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M5-methods

Data, Benchmarks, and methods submitted to the M5 forecasting competition

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mofc-demand-forecasting-with-time-series-analysis

Time Series Forecasting for the M5 Competition

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programming-notes

My programming journal

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Pyro-M5-Starter-Kit

Learn Pyro through the M5 forecasting competition

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python-patterns

A collection of design patterns/idioms in Python

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stumpy

STUMPY is a powerful and scalable Python library for computing a Matrix Profile, which can be used for a variety of time series data mining tasks

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turicreate

Turi Create simplifies the development of custom machine learning models.

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walmart-sales-forecasting

Kaggle M5 competition, ranked 292/5589 (top 5%).

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