PierrickPochelu

AsynchronousEnsemble

Two asynchronous ensemble designs. Their inference speed is compared on CPU, GPU, TPU.

Benchmark_Anomaly_Detection_On_Timeseries

Benchmark unsupervised anomaly detectors

CombiOptimRLlib

HPC workload scheduling problem with RL and Heuristics

deep_learning_uncertainty_estimate

Benchmarks of deep learning methods to calibrate uncertainty estimates (MC-dropout, ensemble, variational model, temperature scaling, ...)

EnsembleSelectionJax

High Performance Ensemble Selection Gradient-Informed with Jax

GPIPE_pytorch_experiments

inference_framework_benchmark

JaxDecompiler

Jax Decompiler

MASAC_IPU

MASAC on IPU

word_tree_label

neural network to learn paths in decision tree

PierrickPochelu/JaxDecompiler

Jax Decompiler

PierrickPochelu/inference_framework_benchmark

PierrickPochelu/Benchmark_Anomaly_Detection_On_Timeseries

Benchmark unsupervised anomaly detectors

PierrickPochelu/deep_learning_uncertainty_estimate

Benchmarks of deep learning methods to calibrate uncertainty estimates (MC-dropout, ensemble, variational model, temperature scaling, ...)

PierrickPochelu/MASAC_IPU

MASAC on IPU

PierrickPochelu/OpticalNeuralNetworks

Simple optical neural network training/converting experiments based on numpy API

PierrickPochelu/word_tree_label

neural network to learn paths in decision tree

PierrickPochelu/AsynchronousEnsemble

Two asynchronous ensemble designs. Their inference speed is compared on CPU, GPU, TPU.

PierrickPochelu/CombiOptimRLlib

HPC workload scheduling problem with RL and Heuristics

PierrickPochelu/EnsembleSelectionJax

High Performance Ensemble Selection Gradient-Informed with Jax

PierrickPochelu/GPIPE_pytorch_experiments

PierrickPochelu/keras

Deep Learning for humans

PierrickPochelu/keras-io

Keras documentation, hosted live at keras.io

PierrickPochelu/kubeflow

Machine Learning Toolkit for Kubernetes

PierrickPochelu/NAB

The Numenta Anomaly Benchmark

PierrickPochelu/NCC-Trainings

Fork dedicated to AI/HPDA/HPC

PierrickPochelu/RNGWR

Random Number Generator Without Repetition

PierrickPochelu/scikit-learn

scikit-learn: machine learning in Python

PierrickPochelu/scikit-learn.github.io

Scikit-learn website hosted by github

PierrickPochelu/survshap

SurvSHAP(t): Time-dependent explanations of machine learning survival models

PierrickPochelu/ulhpc-docs

ULHPC Technical Documentation (mkdocs-based) - https://hpc-docs.uni.lu

PierrickPochelu/ulhpc_ml_benchmark

Benchmark of many ML algorithms at once for easy platform evaluation