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100-days-of-ml-code

100 Days of ML Coding

abcoptim

An implementation of the Artificial Bee Colony (ABC) Algorithm (R-package)

advanced-house-prediction-eda

In this Data science project I tried to create Jupyter notebooks for EDA and feature engineering of Advanced House Price Prediction Dataset from Kaggle Competition.

aircraft-engine-rul-prediction

Objective of this project is to built a sequential neural network which can predict the remaining useful life of an engine based on historical sensor data. For this regression problem, I employed keras Long-short-term-memory (LSTM) model with 'relu' activation function and 'rmsprop' optimizer to predict time-to-event.

alphax-nasbench101

Neural Architecture Search with Deep Neural Network and Monte Carlo Tree Search

awesome-cheatsheets

👩‍💻👨‍💻 Awesome cheatsheets for popular programming languages, frameworks and development tools. They include everything you should know in one single file.

awesome-public-datasets

An awesome list of high-quality open datasets in public domains (on-going). By everyone, for everyone!

azure-design

Here you will find my complete Azure Visio Stencil and bonus SVG and PNG versions for all of the Azure Service and configuration items.

bcga-matlab

A MATLAB implementation of Binary-Coded Genetic Algorithms

bibtex-for-zotero

Extract and tidy BibTeX entries for references in a Zotero library

blog

This is where I host my blog posts and tutorials

bokeh-notebooks

Interactive Web Plotting with Bokeh in IPython notebook

cgp-cnn

A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

classification_metric_learning

computervision-recipes

Best Practices, code samples, and documentation for Computer Vision.

configs

My configuration files

course-nlp

A Code-First Introduction to NLP course

coursera-dl

Script for downloading Coursera.org videos and naming them.

create-new-repo-from-cli

dask-tutorial-pycon-2018

dat7

General Assembly's Data Science course in Washington, DC

datacollect

A collection of tools to collect and download various data.

dataviz

Course materials for Kieran Healy's rstudio::conf 2020 data visualization workshop

deedy-resume

A one page , two asymmetric column resume template in XeTeX that caters to an undergraduate Computer Science student

deep-residual-networks

Deep Residual Learning for Image Recognition

deepbayes-2019

Practical assignments of the Deep|Bayes summer school 2019

deeplearning-models

A collection of various deep learning architectures, models, and tips

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deepupe

Underexposed Photo Enhancement Using Deep Illumination Estimation

design-patterns-for-humans

An ultra-simplified explanation to design patterns