vbhaktha13 Goto Github PK

21cs460_group14

Project page for the Machine Learning Course

african-soil-chemistry-fertility-correlation

Correlation for African Soil between chemistry and fertility data using Logistic Regression. Treatment of infrared (FTIR) spectra by machine learning.

amazon_food_reviews

In this repository, I am practiced and implemented various machine learning algorithms using the real-world dataset amazon food reviews from Kaggle.

analyticalprojects

A series of jupyter notebooks to help chemistry students learn python for analytical chemistry

approachingalmost

Approaching (Almost) Any Machine Learning Problem

awesome-python-chemistry

A curated list of Python packages related to chemistry

bacteria-id

Source code and demos for "Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning"

buy_prediction

buy_prediction

buy_prediction_ml_classifier

Buy Prediction classifier

capstone-cdf

chemometrics

:exclamation: This is a read-only mirror of the CRAN R package repository. chemometrics — Multivariate Statistical Analysis in Chemometrics. Homepage: http://www.statistik.tuwien.ac.at/public/filz/

classification_of_caffeine

A classification project to classify various caffeine products into coffee types using Fourier Transformed Infrared Spectroscopes of products.

data-analysis-and-visualization-using-python

Source Code for 'Data Analysis and Visualization Using Python' by Dr. Ossama Embarak

datasets

datasets I use

deeplearning-digital-pathology

Full package for applying deep learning to virtual slides.

drug-target-interaction-prediciton-method

This repository provides an implementation of the DTiGEMSplus tool, a network-based method for computational Drug-Target Interaction prediction using graph embedding, graph mining, and similarity-based techniques

eda

evaluate-improve-models

flow-curve-fitter

Python script that fits rheological models to viscometer measurements of stress vs. strain rate

ftir-plot

A python script for plotting Fourier Transform Infrared (FTIR) spectroscopy data.

hightcond_polymer_iqspr

R codes for generating candidates of novel polymers with high thermal conductivity using iqspr (R package)

hyperspy

Multidimensional data analysis

ir_fitter

Python script to read IR absorbance spectra. It allows to baseline correct and plot the spectra as well as to quantify them using direct calibration with spectra of pure components. It was tested using Python 3.5. It requires scipy and jcamp, see README

jupyter-genomics

A collection of Jupyter notebooks authored by the UCSD Center for Computational Biology & Bioinformatics (http://compbio.ucsd.edu). These include methods on utilizing cloud computing resources and analysis of data from next-generation sequencing, systems biology, and microbiome.

logistic-regression

logistic regression projects

machine-learning-images-air-quality

ML projects

medical-insurance-regression

ml

all ML projects

mnist-digit.recognizer-cnns

Implementation of CNN to recognize hand written digits (MNIST) running for 10 epochs. Accuracy: 98.99%

molvs

Molecule Validation and Standardization