raunaks13
LanceDB | MS CS @ UIUC | Adobe Research | IIT Kanpur
University of Illinois, Urbana-Champaign (UIUC)Champaign, IL
Pinned Repositories
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..
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's Repositories
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