amit-eee

60_Days_RL_Challenge

Learn Deep Reinforcement Learning in Depth in 60 days

Accelerating-RecSys-Training

Accelerating Recommender model training by leveraging popular choices -- VLDB 2022

AirSim-NeurIPS2019-Drone-Racing

Repository for the Drone Racing competition at NeurIPS 2019, built on Microsoft AirSim

amit-eee.github.io

test

arcgis-python-api

Documentation and samples for ArcGIS API for Python

augmented-GCN

AutoGPTQ

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

AutoMTL

Code for "AutoMTL: A Programming Framework for Automating Efficient Multi-Task Learning"

Cloud-detection-from-satellite-imagery

I have used a modified version of UNet model to detect cloud pixels from satellite imagery.

cryptocurrency_historical_data_amit

This dataset contains historical data of the following cryptocurrencies: bitcoin-cash, bitcoin, dash, dogecoin, ethereum, iota, litecoin, nem, neo. The data is taken from coinmarketcap.com for all the dates available till today (May 28th, 2019). The code for parsing the dataset is also publicly available on the following address: https://www.kaggle.com/amiteee12/coinmarketcap-historical-dataframe

amit-eee/AutoGPTQ

An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.

amit-eee/Bi-GCN

Implementation of "Binary Graph Convolutional Network" in Pytorch Geometric

amit-eee/bitnet

Implementation of "BitNet: Scaling 1-bit Transformers for Large Language Models" in pytorch

amit-eee/CSE-5825-Project-Diffusion-Probabilistic-Analysis

This repository is for the CSE 5825 Fall 2023 final project titled "Diffusion Probabilistic Analysis for Inductive vs. Transductive Graph Datasets"

amit-eee/CSrankings

A web app for ranking computer science departments according to their research output in selective venues, and for finding active faculty across a wide range of areas.

amit-eee/cutlass

CUDA Templates for Linear Algebra Subroutines

amit-eee/deepsparse

Sparsity-aware deep learning inference runtime for CPUs

amit-eee/DGL-clustering

An example for DGL cluster/subgraph manipulation

amit-eee/DPM-SNC

amit-eee/et

amit-eee/ET_Re-Thinking-SCpaper-2021

amit-eee/GPTQ-for-LLaMa

4 bits quantization of LLaMA using GPTQ

amit-eee/ICCAD-Accel-GNN

Official Implementation of "Accel-GNN: High-Performance GPU Accelerator Design for Graph Neural Networks"

amit-eee/LLaMA-Pruning

Structural Pruning for LLaMA

amit-eee/llm-awq

[MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

amit-eee/lmcache

amit-eee/MergePath-SpMM

Merg-path based Parallel Sparse Matrix-Matrix Algorithm for Irregular Sparse Matrices

amit-eee/NasRec

NASRec Weight Sharing Neural Architecture Search for Recommender Systems

amit-eee/nerf-pytorch

A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.

amit-eee/pyllama

LLaMA: Open and Efficient Foundation Language Models

amit-eee/Pytorch-DDP-Example

A minimum example for pytorch DDP based single node multi-GPU training on MNIST dataset, with different gradient compression

amit-eee/qa-lora

Official PyTorch implementation of QA-LoRA

amit-eee/quest

[ICML 2024] Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference

amit-eee/smoothquant

SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models

amit-eee/snapkv

amit-eee/the-algorithm-ml_twitter_rec

Source code for Twitter's Recommendation Algorithm

amit-eee/VoxFormer

Official PyTorch implementation of VoxFormer [CVPR 2023 Highlight]

amit-eee/wanda

A simple and effective LLM pruning approach.

amit-eee/yolov7

Implementation of paper - YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors

amit-eee/yolov8

NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite