Vignesh Kothapalli's repositories
cot-icl-lab
CoT-ICL Lab: A Petri Dish for Studying Chain-of-Thought Learning from In-Context Demonstrations
gnn_collapse
[NeurIPS 2023] Official implementation of "A Neural Collapse Perspective on Feature Evolution in Graph Neural Networks"
shallow_nc1
[NeurReps 2024, TMLR 2025] Can Kernel Methods Explain How the Data Affects Neural Collapse?
single-index-ht
Heavy-tailed ESD without gradient noise
tensorflow
An Open Source Machine Learning Framework for Everyone
awesome-contrastive-self-supervised-learning
A comprehensive list of awesome contrastive self-supervised learning papers.
community
Stores documents used by the TensorFlow developer community
horovod
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
io
Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
HolisticTraceAnalysis
A library to analyze PyTorch traces.
ivy
The Unified Machine Learning Framework
kvignesh1420.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
Liger-Kernel
Efficient Triton Kernels for LLM Training
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
pytorch_geometric
Graph Neural Network Library for PyTorch
sketchycgal
Implementation of SketchyCGAL: https://arxiv.org/pdf/1912.02949.pdf