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followers: 38.0 following: 21.0 repos: 38.0 gists: 0.0

Name: Yuxing Fei

Type: User

Company: UC Berkeley

Bio: Graduate Student @ Ceder group, UC Berkeley; A-lab

Location: Berkeley

Blog: https://yuxingfei.com

idocx's Github Stats

Yuxing believes firmly in the saying "With four parameters I can fit an elephant, and with five I can make him wiggle his trunk" by Enrico Fermi. ^[1] So, he devotes his entire though short research career to tuning five hypermeters of a model and is convinced that he will finally make it outperform any SOTA models like GPT-3 and AlphaFold 2.

Yuxing is not a computer scientist, a physicist or a chemist, but a HYPERPARAMETER TUNING SCIENTIST. "That makes a lot of difference. Hyperparameter tuning is the technique that changes our life, especially before pulishing a paper.", he said.

[1] Dyson, F. A meeting with Enrico Fermi. Nature 427, 297 (2004).

📊 Weekly development time

From: 25 May 2024 - To: 01 June 2024

Python       14 hrs 45 mins  ██████████████████████▓░░   90.48 %
JavaScript   1 hr 30 mins    ██▒░░░░░░░░░░░░░░░░░░░░░░   09.28 %
JSON         1 min           ░░░░░░░░░░░░░░░░░░░░░░░░░   00.18 %
PythonStub   0 secs          ░░░░░░░░░░░░░░░░░░░░░░░░░   00.04 %
Other        0 secs          ░░░░░░░░░░░░░░░░░░░░░░░░░   00.01 %

Yuxing Fei's Projects

alab_experiment_helper

atom2vec

Atom2Vec: a simple way to describe atoms for machine learning

aws-cv-task2vec

Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)

bert

TensorFlow code and pre-trained models for BERT

bp_mll_pytorch

PyTorch Version of BP MLL loss function for multilabel classification

chemdataextractor

Automatically extract chemical information from scientific documents

cpp-libface

Fastest auto-complete in the east

cs267-hw2-2

csapp-code-lab

data-structure-note-code

deeplearningbook-chinese

Deep Learning Book Chinese Translation

dramatiq-abort

Dramatiq extension to abort message

flightticket

Naive flight ticket tracker via google flight

gsas2

Python script for running multiple refinements in GSAS II

himerometra

A responsive and fast personal page framework that supports markdown grammar.

idocx

:octocat: My Github profile

juliabasics

The open source version of book `Julia Programming Basics`

labgraph

A graph database tool for experimental data in materials science and chemistry.

latex-template-cn

\LaTeX 中文模版收集。

materialfinder

A search engine to search material string in database

materialparser

Utility to compile string of chemical terms into data structure with chemical formula and composition

megnet

Graph Networks as a Universal Machine Learning Framework for Molecules and Crystals

mol-viz

web-based molecular visualization tool (under construction)

mongolock

Python distributed lock with mongodb backend

muax

A project that provides help for using DeepMind's mctx on gym-style environments.

organ

Objective-Reinforced Generative Adversarial Networks (ORGAN) for Sequence Generation Models

python-urx

Python library to control a robot from 'Universal Robots' http://www.universal-robots.com/

q-e

Modified QE for Fermi softness calculation

reactioncompleter

Heuristics to complete a chemical reaction

reflux-ratio-tool

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