han678

pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

nerf

Code release for NeRF (Neural Radiance Fields)

machine-learning-articles

🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

LongLoRA

Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

promptbench

A unified evaluation framework for large language models

MeZO

[NeurIPS 2023] MeZO: Fine-Tuning Language Models with Just Forward Passes. https://arxiv.org/abs/2305.17333

IguanaTex

A PowerPoint add-in allowing you to insert LaTeX equations into PowerPoint presentations on Windows and Mac

pytorch-pruning

PyTorch Implementation of [1611.06440] Pruning Convolutional Neural Networks for Resource Efficient Inference

GLUE-baselines

[DEPRECATED] Repo for exploring multi-task learning approaches to learning sentence representations

Multilingual-CLIP

OpenAI CLIP text encoders for multiple languages!

ppgn

Code for paper "Plug and Play Generative Networks"

xaience

All about explainable AI, algorithmic fairness and more

TinyBERT

Evokit

Dr.LLaMA

MWA-CNN

The code of Interpretable Convolutional Neural Network with Multilayer Wavelet for Noise-Robust Machinery Fault Diagnosis

BayesBiNN

Code for the paper "Training Binary Neural Networks with Bayesian Learning Rule

DGL

clevr-xai

Dataset and code for the CLEVR-XAI dataset.

Network-Pruning-Greedy-Forward-Selection

Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection

mezo-jax

JAX implementation of "Fine-Tuning Language Models with Just Forward Passes"

layerCNN

Convex-Learning

Code for NeurIPS 2023 paper "Beyond MLE: Convex Learning for Text Generation"

active-learning-fbgp

Bayesian Active Learning with Fully Bayesian Gaussian Processes

syne-tune

Optimizing Hyperparameters with Conformal Quantile Regression

subpruning

Code for "Data-Efficient Structured Pruning via Submodular Optimization" [NeurIPS 2022]

explaindebug

bayesian_experimental_design

Paper-PipeDefectSplitting

Paper-SGP

Code to reproduce results of article on Structural Gaussian Priors