Stars
Fully automatic censorship removal for language models
[NeurIPS 2023] LLM-Pruner: On the Structural Pruning of Large Language Models. Support Llama-3/3.1, Llama-2, LLaMA, BLOOM, Vicuna, Baichuan, TinyLlama, etc.
Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems
A Collection on Large Language Models for Optimization
The registry of the OptunaHub packages
Python library to use and implement packages in OptunaHub
Home for GSAS-II: crystallographic and diffraction-based structural characterization of materials
This repository is part of a "Machine Learning from Scratch" seminar at Harvard Medical School.
[IJCAI'23] Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator
[IJCAI'23] PED-ANOVA: Efficiently Quantifying Hyperparameter Importance in Arbitrary Subspaces
[IJCAI'23] c-TPE: Tree-structured Parzen Estimator with Inequality Constraints for Expensive Hyperparameter Optimization
We write your reusable computer vision tools. 💜
StableLM: Stability AI Language Models
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
A Docker Automated Build Repository for SoftEther VPN
The tree-structured Parzen estimator (TPE) implementation and the simple running code for it
Emulator for rapid prototyping of Software Defined Networks
120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.
Tips for studying and working abroad for Japanese students
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.
Companion webpage for the book "Bayesian Optimization" by Roman Garnett