fedebotu
PhD student @kaist-silab. Collaborating with @DiffEqML and cofounder of the @ai4co open research community
KAISTSouth Korea
Pinned Repositories
rl4co
A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)
torchcontrol
A PyTorch library for all things nonlinear control and reinforcement learning.
torchdyn
A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods
clone-anonymous-github
Easily download anonymous Github repositories from https://anonymous.4open.science/ with a GUI interface
ICLR2022-OpenReviewData
Crawl & visualize ICLR papers and reviews
ICLR2023-OpenReviewData
Crawl & Visualize ICLR 2023 Data from OpenReview
k-trains
An app for automatically reserving trains in Korea - both Korail and SRT - even when sold out
optimal-control-exercises
Exercise solutions for Daniel Liberzon's "Calculus of Variations and Optimal Control Theory: A Concise Introduction" book and other optimal control problems
vision-cartpole-dqn
Implementation of the CartPole from OpenAI's Gym using only visual input for Reinforcement Learning control with DQN
youchat-google-extension
A browser extension to display YouChat response alongside search engine results: like ChatGPT, but with knowledge of recent events and source citations!
fedebotu's Repositories
fedebotu/ICLR2022-OpenReviewData
Crawl & visualize ICLR papers and reviews
fedebotu/clone-anonymous-github
Easily download anonymous Github repositories from https://anonymous.4open.science/ with a GUI interface
fedebotu/ICLR2023-OpenReviewData
Crawl & Visualize ICLR 2023 Data from OpenReview
fedebotu/k-trains
An app for automatically reserving trains in Korea - both Korail and SRT - even when sold out
fedebotu/youchat-google-extension
A browser extension to display YouChat response alongside search engine results: like ChatGPT, but with knowledge of recent events and source citations!
fedebotu/Green-Planet-Transformers-3
MelXior: a Neural Weather Forecasting app distilling knowledge from models including GPT-3, DALL-E and FourCastNet
fedebotu/NeurIPS2022-OpenReviewData
Crawl & Visualize NeurIPS 2022 Data from OpenReview
fedebotu/kaist-safety-course-bot
A bot for automatically completing the KAIST safety course
fedebotu/lightning-torchrl
Experimenting with integrating PyTorch Lightning + TorchRL for differentiable environments running on multiple GPUs
fedebotu/robust-downloader
Minimal Python downloader with robustness in mind - resumable downloads, retries, and more
fedebotu/ai-server-motd
Show your AI/Deep Learning server Message Of The Day (MOTD) in a nice format, including GPU utilization
fedebotu/system-checker
Script reporting possible problems on Linux servers as provided by KAIST
fedebotu/aichallenge-2022
Repository for the AiChallenge 2022 https://aichallenge.or.kr/
fedebotu/core
:house_with_garden: Open source home automation that puts local control and privacy first.
fedebotu/design-bench
Benchmarks for Model-Based Optimization
fedebotu/fedebotu
fedebotu/fedebotu.github.io
A beautiful, simple, clean, and responsive Jekyll theme for academics
fedebotu/flash-attention
Fast and memory-efficient exact attention
fedebotu/FM-COP
Recent research papers about [Foundation Models for Combinatorial Optimization]
fedebotu/gfacs
Official repository for GFACS
fedebotu/JaxMARL
Multi-Agent Reinforcement Learning with JAX
fedebotu/kairos
About Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure
fedebotu/KSE527-Report-Code
Final report codebase for KSE 527 - 2022 Spring Semester
fedebotu/lightning-hydra-template
PyTorch Lightning + Hydra. A very user-friendly template for rapid and reproducible ML experimentation with best practices. ⚡🔥⚡
fedebotu/Nuitka-Action
fedebotu/pytorch-lightning
Pretrain, finetune and deploy AI models on multiple GPUs, TPUs with zero code changes.
fedebotu/rl
A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.
fedebotu/rl4co
RL4CO: an Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
fedebotu/Sym-NCO
fedebotu/tensordict
TensorDict is a pytorch dedicated tensor container.