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Durgesh Patel's Projects

autocast icon autocast

Forecasting Future World Events with Neural Networks (NeurIPS 2022)

autograd icon autograd

Efficiently computes derivatives of numpy code.

cicd-pipeline-for-web-application icon cicd-pipeline-for-web-application

This project provides a guide for setting up a Continuous Integration and Continuous Deployment (CI/CD) pipeline for a web application, using popular tools such as Jenkins and Git. The guide covers the prerequisites, installation and configuration of Jenkins, creation of a Jenkins job, automation of the pipeline, and deployment to a web server.

cntk icon cntk

Microsoft Cognitive Toolkit (CNTK), an open source deep-learning toolkit

compilergym icon compilergym

Reinforcement learning environments for compiler and program optimization tasks

ds-career-resources icon ds-career-resources

Compilation of resources and insights that helped me on my journey to data scientist

gsoc icon gsoc

Google Summer of Code - Zarr

hark icon hark

Heterogenous Agents Resources & toolKit

ivy icon ivy

The Unified Machine Learning Framework

lux-design-s2 icon lux-design-s2

Repository for the Lux AI Challenge, season 2. Hosted on @kaggle

pml2-book icon pml2-book

Probabilistic Machine Learning: Advanced Topics

pymc icon pymc

Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara

pyprobml icon pyprobml

Python code for "Probabilistic Machine learning" book by Kevin Murphy

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