raunaks13

lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..

acto

Push-Button End-to-End Testing of Kubernetes Operators/Controllers

arrow-qpl

Apache Arrow modified to work with the Intel IAA accelerator using the Intel QPL library to speed up data processing (compression, decompression, and filtering)

carla-SIGNet

Recreated version of SIGNet adapted for simulated datasets (e.g. the CARLA simulator)

convex-optimization-admm

Implements the alternating direction method of multipliers and it's faster variants in python to optimize a quadratic program

distributed-filesystem

Implementation of a flat distributed filesystem, tested on 10 virtual machines. Supports fault tolerance, client transparency, and concurrency (read/write starvation). Details are given in the attached report.

GeoNet-PyTorch

A working implementation of GeoNet in PyTorch. (GeoNet can help estimate pixel level depth and pose in video frames, useful for vision and autonomous driving applications)

hostile-post-detection-hindi

Data Processing + RNN and BERT based models for multilabel classification of hindi posts

numerical-methods

Contains implementations of various numerical methods covering interpolation, differentiation, integration, ODE solvers, spectral/finite difference methods to solve PDEs, and root finding algorithms

raunaks13/GeoNet-PyTorch

A working implementation of GeoNet in PyTorch. (GeoNet can help estimate pixel level depth and pose in video frames, useful for vision and autonomous driving applications)

raunaks13/convex-optimization-admm

Implements the alternating direction method of multipliers and it's faster variants in python to optimize a quadratic program

raunaks13/numerical-methods

Contains implementations of various numerical methods covering interpolation, differentiation, integration, ODE solvers, spectral/finite difference methods to solve PDEs, and root finding algorithms

raunaks13/carla-SIGNet

Recreated version of SIGNet adapted for simulated datasets (e.g. the CARLA simulator)

raunaks13/hostile-post-detection-hindi

Data Processing + RNN and BERT based models for multilabel classification of hindi posts

raunaks13/acto

Push-Button End-to-End Testing of Kubernetes Operators/Controllers

raunaks13/arrow-qpl

Apache Arrow modified to work with the Intel IAA accelerator using the Intel QPL library to speed up data processing (compression, decompression, and filtering)

raunaks13/caportal

raunaks13/distributed-filesystem

Implementation of a flat distributed filesystem, tested on 10 virtual machines. Supports fault tolerance, client transparency, and concurrency (read/write starvation). Details are given in the attached report.

raunaks13/distributed-logging

This repository can be used to log files located across a distributed system with multiple virtual machines. A grep command needs to be entered at any client on a particular machine, and it will print out the output on the terminal. Regex queries are supported as well.

raunaks13/Detectron-SIGNet

Code to generate instance masks for SIGNet, adapted for the CARLA simulator

raunaks13/django-exp

raunaks13/ESO207A-Data-Structures-and-Algorithms-Coursework

raunaks13/GeoNet

Modified GeoNet for py3 and tf1.10, with visualization

raunaks13/image-processing

Implementations of various image processing routines in python

raunaks13/kube-523

raunaks13/lance

Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

raunaks13/Machine-Learning-Programming-Exercises-AndrewNg

Assignments from Andrew Ng's online ML course offered by Stanford on Coursera

raunaks13/ml19-20w

CS 771A: Introduction to Machine Learning, IIT Kanpur, 2019-20-winter offering

raunaks13/numpy

Numpy main repository

raunaks13/probabilistic-modeling-iitk

raunaks13/raunaks13.github.io

raunaks13/robocon-2018

Repo for robocon 18 codes

raunaks13/SIGNet

raunaks13/stock_predictions

Code to predict stock prices on 30th trading day of the month for the Credit Suisse Hackathon

raunaks13/Ubuntu-Setup-Scripts

Scripts to help you set up your Ubuntu quickly, especially if you're in any subfield of Data Science or AI!

raunaks13/Visualize-2018-IITK

Image processing code written for the Visualize 2018 competition at IITK