Gayatri Padhi's repositories
webinar-code-examples
SingleStore labs Code
CLIP
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
shap
A game theoretic approach to explain the output of any machine learning model.
lime
Lime: Explaining the predictions of any machine learning classifier
Automated-Manual-Comparison
Automated vs Manual Feature Engineering Comparison. Implemented using Featuretools.
Data-Analysis
Data Science Using Python
fastai
The fastai deep learning library, plus lessons and tutorials
data-visualization
Misc data visualization projects, examples, and demos: mostly Python (pandas + matplotlib) and JavaScript (leaflet).
Applied-Data-Science-with-Python-University-of-Michigan-
solutions to Data science specialization taught by Christopher brooks and Kevyn Collins-Thompson
pgrouting
Repository contains pgRouting library. Development branch is "develop", stable branch is "master"
osrm-backend
Open Source Routing Machine - C++ backend
or-tools
Google's Operations Research tools:
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.
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
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.
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
Kaggle-Competition-TitanicSurvival
Predict whether a passenger on the titanic would survive or not.
Machine-Learning-Projects
Machine Learning Experiments and Work
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
PythonProjects
A Portfolio of Python Projects