gayatripadhi

Hands-on-Machine-Learning

This repository contains all the concepts I have tried to work on. Any suggestions or useful advises shall be greatly appreciated

Kaggle-Competition-TitanicSurvival

Predict whether a passenger on the titanic would survive or not.

Applied-Data-Science-with-Python-University-of-Michigan-

solutions to Data science specialization taught by Christopher brooks and Kevyn Collins-Thompson

assignment

Automated-Manual-Comparison

Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

commonusecases

Data-Analysis

Data Science Using Python

data-visualization

Misc data visualization projects, examples, and demos: mostly Python (pandas + matplotlib) and JavaScript (leaflet).

fastai

The fastai deep learning library, plus lessons and tutorials

graphlab-create

h2o.ai

jupyter

learningML

lime

Lime: Explaining the predictions of any machine learning classifier

Machine-Learning-Projects

Machine Learning Experiments and Work

Machine-Learning-Tutorials

machine learning and deep learning tutorials, articles and other resources

ML-projects

nlp

or-tools

Google's Operations Research tools:

osrm-backend

Open Source Routing Machine - C++ backend

pgrouting

Repository contains pgRouting library. Development branch is "develop", stable branch is "master"

py-wsi

Python package for dealing with whole slide images (.svs) for machine learning, particularly for fast prototyping. Includes patch sampling and storing using OpenSlide. Patches may be stored in LMDB, HDF5 files, or to disk. It is highly recommended to fork and download this repository so that personal customisations can be made for your work.

PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

PythonProjects

A Portfolio of Python Projects

Repo-2017

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

route-optimizer-machine-learning

Route optimization solution which uses evolutionary algorithm with XGBoost model to optimize travel times.

shap

A game theoretic approach to explain the output of any machine learning model.

TSP_GA

webinar-code-examples

SingleStore labs Code