hbyido Goto Github PK

-lu-.github.io

aaai_melding_code

Code the AAAI 2019 paper "Melding the Data-Decisions Pipeline: Decision-Focused Learning for Combinatorial Optimization"

accurate-partial-svd

Accurate and fast partial SVD for low-rank learning

admm_release

Matlab/Python code for the ADMM part of my thesis ''Alternating Optimization: Constrained Problems, Adversarial Networks, and Robust Models''

aipowermeter

alphago

A replication of DeepMind's 2016 Nature publication, "Mastering the game of Go with deep neural networks and tree search," details of which can be found on their website.

anomalydetectiontoolbox

A collection of algorithms for anomaly detection

argonne-national-laboratory.github.io

Organization page for Argonne github account

attention-learn-to-route

Attention based model for learning to solve different routing problems

auto-gpt

An experimental open-source attempt to make GPT-4 fully autonomous.

autots

Automated Time Series Forecasting

bayesgan

Tensorflow code for the Bayesian GAN (https://arxiv.org/abs/1705.09558) (NIPS 2017)

blog.github.io

bookmarks

carbonai

Python package to monitor the power consumption of any algorithm

cggd

Constraint Guided Gradient Descent: Guided Training with Inequality Constraints

cockpit

Cockpit: A Practical Debugging Tool for Training Deep Neural Networks

dc3

DC3: A Learning Method for Optimization with Hard Constraints

deep-learning-with-tensorflow-book

深度学习入门开源书，基于TensorFlow 2.0案例实战。Open source Deep Learning book, based on TensorFlow 2.0 framework.

deep-time-series-prediction

Seq2Seq, Bert, Transformer, WaveNet for time series prediction.

dl-energy-estimator

Accuracy is not the only Metric that matters: Estimating the Energy Consumption of Deep Learning Models (Spotlight, Tackling Climate Change with Machine Learning Workshop, ICLR 2023)

dlwpt-code

Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.

dsp

An open-source parallel optimization solver for stochastic mixed-integer programming

dspsolver.jl

essentialmath

fastchat

The release repo for "Vicuna: An Open Chatbot Impressing GPT-4"

fogros2

FogROS2

gpt-prompt-tutorial

Tutorials on how to write ChatGPT prompts

gpt4free

decentralising the Ai Industry, just some language model api's...

hamiltonian-nn

Code for our paper "Hamiltonian Neural Networks"