10 results found Sort:

LiYangHart
Hyperparameter-Optimization-of-Machine-Learning-Algorithms LiYangHart
303
1.3k
mit
88
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
hpo automl grid-search optimization deep-learning random-forest random-search python-samples python-examples machine-learning genetic-algorithm tuning-parameters bayesian-optimization hyperparameter-tuning artificial-neural-networks automated-machine-learning hyperparameter-optimization machine-learning-algorithms particle-swarm-optimization machine-learning-optimization
Created 2020-07-23
40 commits to master branch, last one 2 years ago
AgileRL
AgileRL AgileRL
58
701
apache-2.0
7
Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.
gym hpo mlops rlops automl python agilerl pytorch training pettingzoo distributed multi-agent deep-learning machine-learning hyperparameter-tuning reinforcement-learning evolutionary-algorithms deep-reinforcement-learning hyperparameter-optimization multi-agent-reinforcement-learning
Created 2023-03-01
1,831 commits to main branch, last one 3 days ago
Western-OC2-Lab
Intrusion-Detection-System-Using-Machine-Learning Western-OC2-Lab
123
476
mit
11
Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)
hpo kmeans xgboost catboost lightgbm stacking cicids2017 decision-tree random-forest cyber-security python-examples machine-learning network-security ensemble-learning autonomous-vehicles intrusion-detection bayesian-optimization intrusion-detection-system hyperparameter-optimization
Created 2021-05-25
50 commits to main branch, last one about a year ago
obophenotype
human-phenotype-ontology obophenotype
53
305
other
26
Ontology for the description of human clinical features
hpo obo owl ontology phenotype obofoundry ontologies phenotyping semantic-web monarchinitiative
Created 2015-08-19
8,156 commits to master branch, last one 13 days ago
LGE-ARC-AdvancedAI
auptimizer LGE-ARC-AdvancedAI
28
200
gpl-3.0
21
An automatic ML model optimization tool.
hpo automl data-science deep-learning neural-networks data-engineering machine-learning hyperparameter-tuning automated-machine-learning hyperparameter-optimization
Created 2019-09-12
79 commits to master branch, last one 4 years ago
machinelearningnuremberg
WellTunedSimpleNets machinelearningnuremberg
15
81
apache-2.0
0
[NeurIPS 2021] Well-tuned Simple Nets Excel on Tabular Datasets
hpo automl neurips-2021 tabular-data deep-learning regularization state-of-the-art feedforward-neural-network hyperparameter-optimization
Created 2021-11-05
9 commits to main branch, last one 2 years ago
jianzhnie
AutoTabular jianzhnie
10
70
apache-2.0
3
Automatic machine learning for tabular data. ⚡🔥⚡
hpo automl xgboost catboost lightgbm data-science scikit-learn tabular-data deep-learning structured-data machine-learning pytorch-lightning feature-engineering
Created 2021-05-07
360 commits to main branch, last one 3 years ago
GeneDx
phenopy GeneDx
10
63
other
8
Phenotype comparison tools using semantic similarity.
hpo phenomics phenotypes semantic-similarity
Created 2019-09-09
475 commits to master branch, last one about a year ago
ncbi-nlp
PhenoTagger ncbi-nlp
16
55
mit
3
PhenoTagger
hpo bionlp phenotype-concept-recognition
Created 2020-09-18
52 commits to master branch, last one about a year ago
EMI-Group
evorl EMI-Group
6
45
gpl-3.0
2
EvoRL is a fully GPU-accelerated framework for Evolutionary Reinforcement Learning, implemented with JAX. It supports Reinforcement Learning (RL), Evolutionary Computation (EC), Evolution-guided Reinf...
hpo jax ppo sac automl policy-gradient gpu-acceleration reinforcement-learning evolutionary-algorithms population-based-training reinforcement-learning-agent reinforcement-learning-environments
Created 2024-05-30
644 commits to main branch, last one 17 days ago