Mansi Sakarvadia's repositories
AttentionLens
Interpretating the latent space representations of attention head outputs for LLMs
memory_injections
Initial Exploratory Works on Knowledge Tracing in Transformer Based Language Models
Algorithms
C files, from class
ClimaX
Foundation model for weather & climate
COM790_DeepLearning
Deep Learning Class homework and assignments (COMP 790 - 101 at UNC)
COMP562_PCA_KMeans_Final
Detection of Aytipical Neurodevelopment in Infants Using PCA and KMeans Clustering
Computer-Organization
Digital Logic/Circuit Diagrams and Programming Assignments for my Computer Organization Class
deephyper
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
deephyper_pytorch_layers
Use DeepHyper to find the max FLOPS for various PyTorch Layers.
dino
PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO
dlSoftwareTests
Simple tests to verify ML/DL environments on ALCF HPC resources are working correctly.
Files_Databases
Class notes, codes, and assignments for COMP 521 Files and Databases at UNC
fly-by-cnn
Acquire features from a 3D object using a ray-cast approach.
fly_by_cnn_scripts
scripts to process data using Fly_By_Cnn tool
llm_bias
Investigating if we can find circuits in LLMs that reinforce human-biases found in training data
MachineLearningClass
This is class materials for COMP562 as well as projects and assignments for this class.
msakarvadia.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
PPLM
Plug and Play Language Model implementation. Allows to steer topic and attributes of GPT-2 models.
robot_math_equation_solver
Use a turtlebot + arm + camera to recognize handwritten math equations and write the answer on a whiteboard
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.
text-dedup
All-in-one text de-duplication
umap
Uniform Manifold Approximation and Projection
US-famli
Ultra sound Fetal Age Machine Learning Initiative
vision
Datasets, Transforms and Models specific to Computer Vision