PierrickPochelu's repositories
JaxDecompiler
Jax Decompiler
Benchmark_Anomaly_Detection_On_Timeseries
Benchmark unsupervised anomaly detectors
OpticalNeuralNetworks
Simple optical neural network training/converting experiments based on numpy API
word_tree_label
neural network to learn paths in decision tree
deep_learning_uncertainty_estimate
Benchmarks of deep learning methods to calibrate uncertainty estimates (MC-dropout, ensemble, variational model, temperature scaling, ...)
AsynchronousEnsemble
Two asynchronous ensemble designs. Their inference speed is compared on CPU, GPU, TPU.
CombiOptimRLlib
HPC workload scheduling problem with RL and Heuristics
EnsembleSelectionJax
High Performance Ensemble Selection Gradient-Informed with Jax
IPU_GPU_running_context
RunningContext object allows to simplify the deployment of deep learning on multi-IPUs or multi-GPUs
NCC-Trainings
Fork dedicated to AI/HPDA/HPC
scikit-learn
scikit-learn: machine learning in Python
survshap
SurvSHAP(t): Time-dependent explanations of machine learning survival models
ulhpc-docs
ULHPC Technical Documentation (mkdocs-based) - https://hpc-docs.uni.lu
ulhpc_ml_benchmark
Benchmark of many ML algorithms at once for easy platform evaluation