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Jitendra Mudhol's Projects

aws-data-wrangler icon aws-data-wrangler

Pandas on AWS - Easy integration with Athena, Glue, Redshift, Timestream, QuickSight, Chime, CloudWatchLogs, DynamoDB, EMR, SecretManager, PostgreSQL, MySQL, SQLServer and S3 (Parquet, CSV, JSON and EXCEL).

causality icon causality

In which I play with the ideas surrounding causality

colab-hacks icon colab-hacks

Simple Hacks for Google Colaboratory to boost your productivity and help you to perform daily tasks.

dataprofiler icon dataprofiler

What's in your data? Extract schema, statistics and entities from datasets

dippl icon dippl

The Design and Implementation of Probabilistic Programming Languages

farm_knights icon farm_knights

This was a HackFest Project in 2018 which has secured fifth place.

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

greenathon-plant-ai icon greenathon-plant-ai

Identify Diseases in Plantsโ˜˜๏ธ with Machine Learning on the web using TFJS

helena icon helena

A Chrome extension for writing custom web scraping programs and web automation programs. Just demonstrate how to collect the first row of data, then let the extension write the program for collecting all rows.

ml icon ml

Machine Learning

openface icon openface

OpenFace โ€“ a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

pytorch-gans icon pytorch-gans

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

pytorch-original-transformer icon pytorch-original-transformer

My implementation of the original transformer model (Vaswani et al.). I've additionally included the playground.py file for visualizing otherwise seemingly hard concepts. Currently included IWSLT pretrained models.

rawgraphs-app icon rawgraphs-app

A web interface to create custom vector-based visualizations on top of RAWGraphs core

react-flow icon react-flow

Highly customizable library for building interactive node-based UIs, editors, flow charts and diagrams

shap icon shap

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

tensor2tensor icon tensor2tensor

Library of deep learning models and datasets designed to make deep learning more accessible and accelerate ML research.

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