hyperparameter-optimization topic
auritus
Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables
optuna-distributed
Distributed hyperparameter optimization made easy
autolfads-tf2
A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.
KGTuner
KGTuner: Efficient Hyper-parameter Search for Knowledge Graph Learning" (ACL 2022 long paper)
pytorch-mlflow-optuna
Tutorial on training a PyTorch neural network model using MLflow for experiment tracking & Optuna for hyperparameter optimization.
vectorboard
Open Source Embeddings Optimisation and Eval Framework for RAG/LLM Applications. Documentations at https://docs.vectorboard.ai/introduction
benchmark_bilevel
Benchmark for bi-level optimization solvers
optuna-wandb
Example codes in the medium post titled "Optuna meets Weights and Biases."
textlearnR
A simple collection of well working NLP models (Keras, H2O, StarSpace) tuned and benchmarked on a variety of datasets.
HyperNOMAD
A library for the hyperparameter optimization of deep neural networks