helen-research Goto Github PK

amazon-fine-food-review

Machine learning algorithm such as KNN,Naive Bayes,Logistic Regression,SVM,Decision Trees,Random Forest,k means and Truncated SVD on amazon fine food review

automated-manual-comparison

Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.

bayesian-analysis-recipes

A collection of Bayesian data analysis recipes using PyMC3

bert-toxic-comments-multilabel

Multilabel classification for Toxic comments challenge using Bert

breast-cancer-prediction

Predicting the probability that a diagnosed breast cancer case is malignant or benign based on Wisconsin dataset

building-a-simple-chatbot-in-python-using-nltk

Building a Simple Chatbot from Scratch in Python (using NLTK)

code-cite

Investigating code and data citations in published papers

colorization

Automatic colorization using deep neural networks. "Colorful Image Colorization." In ECCV, 2016.

cqr

Conformalized Quantile Regression

credit-card-fraud-prediction

Using simple logistic regression to predict credit card fraud transactions

data-science-journal

Personal repository of data science demonstrations and references

deploy_machine_learning_model_on_flask_app

It's a Git Repo containing source code, supported docker files, multiple linear regression pickle file and other related contents of Flask App and Machine Learning Model.

dmu_products

The Herschel Extrgalactic Legacy Project enables studies of galaxy formation and evolution by bringing together astronomical survey data sets from many observatories and telescopes and adding scientific value to these.

dsc-1-11-15-regression-model-validation-lab-online-ds-sp-000

effective-pandas

Source code for my collection of articles on using pandas.

examples

gpyopt

Gaussian Process Optimization using GPy

h8inalum

hot_n_pop_song_machine

Repository for the Hot'n'Pop Song Machine project, my Master's in Data Science Thesis.

jupyter_on_github

An analysis of all 1.3 million public Jupyter Notebooks on Github in July 2017

libpysal

Core components of Python Spatial Analysis Library

logistic-regression-models

logistic_regression

Implementation of logistic regression using numpy

machine-learning-projects

These are my project for machine learning. I use regression analysis, logistic regression, hypothesis testing, and time series

mdconvert

Configure and convert notebooks using metadata

metagithub

GDSO Data Science Workshop 2018

ml-playground

Fun machine learning stuff

ml2020

mosekregression

Experiments with Mosek

mpi4torch

A MPI wrapper for the pytorch tensor library that is automatic differentiable