rishabh-ranjan

dotfiles

config files for fish, nvim, tmux, and others

greed-expts

experiments from the paper "GREED: A Neural Framework for Learning Graph Distance Functions"

simian

official repo and tool for the ASE 2022 paper "Exploiting Epochs and Symmetries in Analysing MPI Programs"

torchcal

post-hoc calibration on GPU

ilploss

python package for fast solver-free training of neural ILP architectures

rishabh-ranjan.github.io

personal website

nlp-for-search

code for internship at Samsung South Korea on "Language Models for Semantic Search in Full-Text Search Engines"

calibration

Simple implementation of Temperature and Vector Scaling in python

cifar-10-100n

Human annotated noisy labels for CIFAR-10 and CIFAR-100. The website of CIFAR-N is available at http://www.noisylabels.com/.

codebook

Competitve Programming codebook with original code (often assumes my template)

col380-parallel

Assignments for COL380 Introduction to Parallel Programming

col870-deep-learning

COL870 (Spl. Topics in Machine Learning -- Deep Learning) 2021 Holi Semester Assignments

CombOptNetJAX

Source code for the Paper: CombOptNet: Fit the Right NP-Hard Problem by Learning Integer Programming Constraints}

download-manager

A multi-connection download manager implemented for a "Computer Networks" course assignment.

emotion-detection

HPC-IIT-Delhi

HPC Details and Use of IIT Delhi

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡

LPMP

Solving LPs with convergent message passing

mtq315-xai

MTQ315 Seminar Course Project on "Explaining Neural Models for Image Classification"

nlp-chaii

Natural Language Processing course assignment based on Google's Chaii contest on Kaggle

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

pytorch_geometric

Graph Neural Network Library for PyTorch

rq

Simple job queues for Python

SOP

Official Implementation of Robust Training under Label Noise by Over-parameterization

temperature_scaling

A simple way to calibrate your neural network.

vim-python-sql

A very simple plugin to enable SQL syntax highlighting inside strings in a Java file.

WellTunedSimpleNets

[NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets

wilds

A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

yelp-review

Yelp Review Rating Prediction