breast_cancer_survival_pred

Breast Cancer Survival Prediction

datasharing

The Leek group guide to data sharing

e2e_ml_project

This deals with EDA and building various ML models using sklearn: KNeighborsRegressor DecisionTreeRegressor RandomForestRegressor,AdaBoostRegressor LinearRegression, Ridge,Lasso, etc and HP using randomCV and deploy the same in localhost via flask

end-to-end-random-forest-implementation

Its is an End-to-End Random forest implementation includes data preprocessing [ cleaning, feature selection and engineering],EDA, hyperparameter tuning, Model interpretation with uncertainty and prediction intervals and plotting the feature importance .

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

exploring_qsar_from_data_curation_to_sar

Exploring QSAR: From Data Collection to Structure-Activity Relationship Analysis

ineuron_fullstack_datascience

kiranfranklin999

mechanisms-of-action-moa-prediction

Mechanisms of Action (MoA) Prediction

ml_with_nextflow_poc

It is POC project, using Nextflow to run ML pipeline

moleculeace

A tool for evaluating the predictive performance on activity cliff compounds of machine learning models

molpro

MolPro is a comprehensive python package for small molecule generation using protein active site or/and similar molecules using 3D information of molecules with in-silico validation of molecules by docking , pharmacophore hypothesis. Also off target prediction based on the binding site similarities.

multi_output_regression

This repo is tutorial for exploring various algorithms for Multi-output prediction in ML and DL using a regressor data and understanding them how mathematically they work.

neoantigen-dumps

nextflow_tutorials

Introduction to Bioinformatics workflows with Nextflow

opencv_projects

OpenCV mini projects

plant_disease_classifiction

PyQT based GUI to classify the plant disease classification. Model is trained on Kaggle data.

rajesh

resume

My resume

rnaseq_upstream_downstream

Simple RNA Seq upstream pipeline buidling using nextflow and downstream analysis using DESeq2

simple_rnaseq_pipeline_using_nextflow

Simple RNA-seq upstreaming Pipeline using Nextflow

tcga-for-pathway-analysis-classification

techminds_webpage