surabhim Goto Github PK

allstate

Kaggle's Allstate Purchase Prediction Challenge

biograph

The BioGraph genomics analysis platform

breast-cancer

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

co2-emmision

coad-clinical-data

crc_localization

Using machine-learning to predict the localization of colorectal cancer using epigenetic data. (Illumina Human Methylation 27K data from TCGA)

data

Data and code behind the stories and interactives at FiveThirtyEight

diabetes

“Pima Indians Diabetes Database” provided by the UCI Machine Learning Repository

efindsiteppi

An algorithm for the prediction of protein binding sites, residues and interactions.

erankppi

An algorithm for dimer model ranking with machine learning.

ethreadppi-2.0

fastai-ml

fastai-practice-projects

fastai_deeplearn_part1

Notes for Fastai Deep Learning Course

free-algorithm-books-1

gender-gap-in-college-degrees

In this project we communicate the nuanced narrative of gender gap using effective data visualization.

hands-on-nltk-tutorial

The hands-on NLTK tutorial for NLP in Python

humanmethylation_27k_450k

jupyter-tips-and-tricks

Using the Jupyter notebook for data science.

kaggle

Codes for Kaggle Competitions

kaggle-titanic

Kaggle Titanic Comp

kaggle-yelp

kaggle yelp competition - predict useful votes

make-a-neural-network

oh-spam

Text processing, feature engineering and machine-learning on the spam-ham dataset from UCI.

pan_cancer

pandas-cookbook

Recipes for using Python's pandas library

pdb_tools

Tools for reading, writing and manipulating Protein Databank Files.

putative-protein-interactions

Data-analysis in Python on Protein-protein interaction data.

receiver-operating-characteristic

Calculate accuracy, sensitivity, specificity , matthew's correlation coefficient !

rnaseq-survival-analysis-tcga-kirc