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W.P.Roshan's Projects

awesome-conformal-prediction icon awesome-conformal-prediction

A professionally curated list of awesome Conformal Prediction videos, tutorials, books, papers, PhD theses, articles and open-source libraries.

awesome-rust-machinelearning icon awesome-rust-machinelearning

This repository is a list of machine learning libraries written in Rust. It's a compilation of GitHub repositories, blogs, books, movies, discussions, papers, etc. 🦀

comparison_pca_dfm icon comparison_pca_dfm

Dimension Reduction: Facing the Curse of Dimensionality Comparison of PCA and dynamic factor model

d2l-torch icon d2l-torch

Learning PyTorch through the D2L book. A series of notebooks for the same

daily-dose-of-data-science icon daily-dose-of-data-science

A collection of code snippets from the publication Daily Dose of Data Science on Substack: https://avichawla.substack.com.

deep-learning-in-production icon deep-learning-in-production

Build, train, deploy, scale and maintain deep learning models. Understand ML infrastructure and MLOps using hands-on examples.

dora icon dora

Tools for exploratory data analysis in Python

esn icon esn

Predicting Stock Prices with Echo State Network

eurybia icon eurybia

⚓ Eurybia monitors model drift over time and securizes model deployment with data validation

fastervit icon fastervit

Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention

islr-python icon islr-python

An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code

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