msakarvadia

Algorithms

C files, from class

AttentionLens

Interpretating the latent space representations of attention head outputs for LLMs

C

ClimaX

Foundation model for weather & climate

Clock

COM790_DeepLearning

Deep Learning Class homework and assignments (COMP 790 - 101 at UNC)

Comp211_Classwork

Class Coding Examples + Self learning work for Systems Fundamentals Class

memory_injections

Initial Exploratory Works on Knowledge Tracing in Transformer Based Language Models

PtychoNN

Deep learning of ptychographic imaging

robot_math_equation_solver

Use a turtlebot + arm + camera to recognize handwritten math equations and write the answer on a whiteboard

msakarvadia/AttentionLens

Interpretating the latent space representations of attention head outputs for LLMs

msakarvadia/memory_injections

Initial Exploratory Works on Knowledge Tracing in Transformer Based Language Models

msakarvadia/PtychoNN

Deep learning of ptychographic imaging

msakarvadia/robot_math_equation_solver

Use a turtlebot + arm + camera to recognize handwritten math equations and write the answer on a whiteboard

msakarvadia/Algorithms

C files, from class

msakarvadia/ClimaX

Foundation model for weather & climate

msakarvadia/COM790_DeepLearning

Deep Learning Class homework and assignments (COMP 790 - 101 at UNC)

msakarvadia/COMP_533

distributed systems class w/ Dr. Prasun Dewan

msakarvadia/Computer-Organization

Digital Logic/Circuit Diagrams and Programming Assignments for my Computer Organization Class

msakarvadia/deephyper

DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks

msakarvadia/deephyper_pytorch_layers

Use DeepHyper to find the max FLOPS for various PyTorch Layers.

msakarvadia/dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

msakarvadia/dlSoftwareTests

Simple tests to verify ML/DL environments on ALCF HPC resources are working correctly.

msakarvadia/drone_pose_prediction

msakarvadia/Files_Databases

Class notes, codes, and assignments for COMP 521 Files and Databases at UNC

msakarvadia/fly-by-cnn

Acquire features from a 3D object using a ray-cast approach.

msakarvadia/fly_by_cnn_scripts

scripts to process data using Fly_By_Cnn tool

msakarvadia/globus-labs.github.io

msakarvadia/llm_bias

Investigating if we can find circuits in LLMs that reinforce human-biases found in training data

msakarvadia/llmprivacy

msakarvadia/MachineLearningClass

This is class materials for COMP562 as well as projects and assignments for this class.

msakarvadia/msakarvadia.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

msakarvadia/PatchTST

An offical implementation of PatchTST: "A Time Series is Worth 64 Words: Long-term Forecasting with Transformers." (ICLR 2023) https://arxiv.org/abs/2211.14730

msakarvadia/PPLM

Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.

msakarvadia/sdl_ai_workshop

The ALCF hosts a regular simulation, data, and learning workshop to help users scale their data science workflows. This workshop agenda repo focuses on AI capabilities at scale.

msakarvadia/semantic_decay

msakarvadia/text-dedup

All-in-one text de-duplication

msakarvadia/umap

Uniform Manifold Approximation and Projection

msakarvadia/US-famli

Ultra sound Fetal Age Machine Learning Initiative

msakarvadia/vision

Datasets, Transforms and Models specific to Computer Vision