hyperparameter-optimization topic

List hyperparameter-optimization repositories

auritus

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Auritus: An Open-Source Optimization Toolkit for Training and Development of Human Movement Models and Filters Using Earables

autolfads-tf2

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A TensorFlow 2.0 implementation of Latent Factor Analysis via Dynamical Systems (LFADS) and AutoLFADS.

KGTuner

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KGTuner: Efficient Hyper-parameter Search for Knowledge Graph Learning" (ACL 2022 long paper)

pytorch-mlflow-optuna

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Tutorial on training a PyTorch neural network model using MLflow for experiment tracking & Optuna for hyperparameter optimization.

vectorboard

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Open Source Embeddings Optimisation and Eval Framework for RAG/LLM Applications. Documentations at https://docs.vectorboard.ai/introduction

benchmark_bilevel

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Benchmark for bi-level optimization solvers

optuna-wandb

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Example codes in the medium post titled "Optuna meets Weights and Biases."

textlearnR

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A simple collection of well working NLP models (Keras, H2O, StarSpace) tuned and benchmarked on a variety of datasets.

HyperNOMAD

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A library for the hyperparameter optimization of deep neural networks