roshanr11

pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

apollo

An open autonomous driving platform

ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

BackgroundMusic

Background Music, a macOS audio utility: automatically pause your music, set individual apps' volumes and record system audio.

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

awesome-mlops

A curated list of references for MLOps

alphafold

Open source code for AlphaFold.

Soundflower

MacOS system extension that allows applications to pass audio to other applications. Soundflower works on macOS Catalina.

dynet

DyNet: The Dynamic Neural Network Toolkit

pytorch-GAT

My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

data-science-interview-questions-and-answers

Data science interview questions with answers. Not ideally (yet)

CTGAN

Conditional GAN for generating synthetic tabular data.

tapas

End-to-end neural table-text understanding models.

mlbook

Repository for the free online book Machine Learning from Scratch (link below!)

convmixer

Implementation of ConvMixer for "Patches Are All You Need? 🤷"

R-Drop

Integrated-Gradients

Attributing predictions made by the Inception network using the Integrated Gradients method

seai

CMU Lecture: Machine Learning In Production / AI Engineering / Software Engineering for AI-Enabled Systems (SE4AI)

cmu-10721-philosophy-machine-intelligence

Official repository for CMU Machine Learning Department's 10721: "Philosophical Foundations of Machine Intelligence".

zat.am

शतम्

DeepCubeA

Code for DeepCubeA, a Deep Reinforcement Learning algorithm that can learn to solve the Rubik's cube.

python-interview-prep

Rubiks-Cube-Reinforcement-Learning

Solving a Rubik's Cube and 15 Puzzle using the Deep Reinforcement Learning and Search

new_grad

A new lightweight auto-differentation library that directly builds on numpy. Used as a homework for CMU 11785/11685/11485.

pytorch-implementations

A collection of paper implementations using the PyTorch framework

FoolHD

Repository for the source code and adversarial samples of FoolHD

q

The office hours queue for Carnegie Mellon's 15-122 course.

fall-2021-hw2-hammer

fall-2021-hw2-hammer created by GitHub Classroom

github-recitation

This repository is the base repository that students will fork and use for the git / github recitation

AuxMerge

AuxMerge is a web app that allows Spotify users to create rooms with their friends and generates a playlist that is a fusion of everyone's music tastes. We created unique algorithms to efficiently analyze large amounts of Spotify data and determine what songs would maximize the group listening experience.