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crypten

A framework for Privacy Preserving Machine Learning

deeprecommender

Deep learning for recommender systems

dqn-atari

HW1 rl_sber

dqn-atari-gymnasium

DQN learning in atari environment in gymnasium

dqn-pytorch

HW1 rl_sber

elm

Sever implementations of Extreme Learning Machines (ELMs)

extra_ls_solvers

Repository contains extra least squares solvers which are not part of SciPy/NumPy. Hopefully these solvers are later adapted by SciPy and this repository becomes unnecessary

fedml

A Research-oriented Federated Learning Library. Supporting distributed computing, mobile/IoT on-device training, and standalone simulation. Best Paper Award at NeurIPS 2020 Federated Learning workshop. Join our Slack Community:(https://join.slack.com/t/fedml/shared_invite/zt-havwx1ee-a1xfOUrATNfc9DFqU~r34w)

gpy

Gaussian processes framework in python

ml_experiments

Small helping class for hyper-parameters optimisation with random and grig search.

outlier_detection

Some outlier_detection methods: Robust PCA (RPCA), Randomized RPCA, Robust Autoencoder

paramz

Parameterization Framework for parameterized model creation and handling.

practical-rl

Based on https://github.com/yandexdataschool/Practical_RL

python_paillier_arrays

Pallier encryption for arrays

pytorch-lr-finder

A learning rate range test implementation in PyTorch

pytorch-soft-actor-critic

PyTorch implementation of soft actor critic

pytorch-yolov3

Minimal PyTorch implementation of YOLOv3

scikit-sparse

Sparse matrix tools extending scipy.sparse, but with incompatible licenses

scipy

Scipy library main repository

snn_pytorch

spingp

PARALLELIZABLE SPARSE INVERSE FORMULATION GAUSSIAN PROCESSES (SPINGP)

svd_update

In this repository there are code for updating SVD decomposition. Updating means recomputing SVD faster when adding new column (or row).

tevatron

Tevatron - A flexible toolkit for neural retrieval research and development.

ts_utils

Some Python utils to work on time series.

utils

Repository for auxiliary functions for numpy/scipy programming

vaes

Code for different Variational Autoencoders

vfl_paper_list

vertical federated learning paper lists

yan_practical_rl

A course in reinforcement learning in the wild