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Projects in Awesome Lists by ArlindKadra

A curated list of projects in awesome lists by ArlindKadra .

https://github.com/arlindkadra/deeplearning

Investigate myth : Deep learning scales well only with a large number of data points.

Last synced: 02 Dec 2024

https://github.com/arlindkadra/tabular_baselines

The XGBoost algorithm combined with Hyperband plus Bayesian optimization (BOHB) for hyperparameter optimization.

Last synced: 02 Dec 2024

https://github.com/arlindkadra/programming-assignment

Assignment that I was given on a job interview

Last synced: 02 Dec 2024

https://github.com/arlindkadra/codepathproject

Required project for participating in bootcamp

Last synced: 02 Dec 2024

https://github.com/arlindkadra/resultextractor

A tool that can be used to investigate the data in the OpenML platform.

benchmark benchmarking machine-learning openml python result-analysis

Last synced: 02 Dec 2024

https://github.com/arlindkadra/dpl

[NeurIPS 2023] Multi-fidelity hyperparameter optimization with deep power laws that achieves state-of-the-art results across diverse benchmarks.

hpo hyperparameter-optimization learning-curve-prediction multi-fidelity scaling-laws

Last synced: 02 Dec 2024

https://github.com/arlindkadra/multiplication

A Feedforward neural network to implement multiplication for 2 numbers, limited range on numbers.

Last synced: 02 Dec 2024

https://github.com/arlindkadra/vae

A toy example of VAEs.

Last synced: 02 Dec 2024

https://github.com/arlindkadra/nanogpt

A simple implementation of a NanoGPT-2 model.

Last synced: 02 Dec 2024

https://github.com/arlindkadra/imn

[NeurIPS 2024] Mesomorphic Interpretable Networks for Tabular Data

deep-learning interpretability neurips-2024 xai

Last synced: 02 Dec 2024

https://github.com/arlindkadra/dyhpo

[NeurIPS 2022] Supervising the Multi-Fidelity Race of Hyperparameter Configurations

deep-kernel-gps deep-learning hyperparameter-optimization multi-fidelity

Last synced: 02 Dec 2024