kalifou

stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

v4

Fourth iteration of my personal website built with Gatsby

cheatsheets

Official Matplotlib cheat sheets

deap

Distributed Evolutionary Algorithms in Python

pytorch-OpCounter

Count the MACs / FLOPs of your PyTorch model.

Conference-Acceptance-Rate

Acceptance rates for the major AI conferences

awesome-satellite-imagery-datasets

🛰️ List of satellite image training datasets with annotations for computer vision and deep learning

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

flops-counter.pytorch

Flops counter for convolutional networks in pytorch framework

open_lth

A repository in preparation for open-sourcing lottery ticket hypothesis code.

evolutionary-computation-course

Jupyter/IPython notebooks about evolutionary computation.

notebooks

Notebooks on how to use Distributed Evolutionary Algorithm in Python (DEAP)

heat

Distributed tensors and Machine Learning framework with GPU and MPI acceleration in Python

delta

Deep Learning for Satellite Imagery

pypop

PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially their *Large-Scale* versions/variants (evolutionary algorithms/swarm-based optimizers/pattern search/...). [https://pypop.rtfd.io/]

mlhub-tutorials

Tutorials to access Radiant MLHub Training Datasets

SEN12MS

Repository for SEN12MS related codes and utilities

D2

Speed virtual screening by 50X

ligdream

Novel molecules from a reference shape!

SmoothDARTS

Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"

nasbench-1shot1

flacco

Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems

DjLu

DjLu (pronounced DéjàLu, with a French accent) is a simple and free tool to organize research papers.

sars-cov-inhibitors-chemai

Large-scale ligand-based virtual screening for potential SARS-Cov-2 inhibitors using a deep neural network

STNs

Search Trajectory Networks

yahpo_gym

Surrogate benchmarks for HPO problems

pflacco

Feature-Based Landscape Analysis of Continuous and Constrained Optimization Problems

local_search

Local search for NAS

GaussianProcessses

intro and exploration of gaussian processes

GRN-SNDL

Jian Kang, Ruben Fernandez-Beltran, Danfeng Hong, Jocelyn Chanussot, Antonio Plaza. Graph Relation Network: Modeling Relations between Scenes for Multi-Label Remote Sensing Image Classification and Retrieval, IEEE TGRS, 2020.