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gingerlolipop's Projects

996.icu icon 996.icu

Repo for counting stars and contributing. Press F to pay respect to glorious developers.

aws_jupyter_anaconda icon aws_jupyter_anaconda

A bunch of scripts to install Miniconda and Jupyter on your reserved AWS spot instances

causalml icon causalml

Uplift modeling and causal inference with machine learning algorithms

d3-china-map icon d3-china-map

A template to create map of China by province using d3js

deeplearning.ai-summary icon deeplearning.ai-summary

This repository contains my personal notes and summaries on DeepLearning.ai specialization courses. I've enjoyed every little bit of the course hope you enjoy my notes too.

ds-take-home icon ds-take-home

My solution to the book A Collection of Data Science Take-Home Challenges

kagingerggle icon kagingerggle

This is a repository for gingerlolipop's Kaggle competitions

lda icon lda

Topic modeling with latent Dirichlet allocation using Gibbs sampling

living-data-tutorials.github.io icon living-data-tutorials.github.io

We are a group of early career researchers from Canada creating a series of curated datasets with accompanying R-based tutorials that can be used to teach/illustrate ecological and evolution concepts, based on Canadian-generated data sources.

nlp-in-practice icon nlp-in-practice

Full working examples in Python with accompanying dataset for Text Mining & NLP. Includes: Gensim Word2Vec, phrase embeddings, keyword extraction with TFIDF, word count with pyspark, simple text preprocessing, accessing pre-trained embeddings and more.

prophet icon prophet

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

pyeto icon pyeto

Python package for calculating reference/potential evapotranspiration (ETo).

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