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ml-lab's Projects

pybobyqa icon pybobyqa

Python-based Derivative-Free Optimization with Bound Constraints

pycadl icon pycadl

Python package with source code from the course "Creative Applications of Deep Learning w/ TensorFlow"

pyclimf icon pyclimf

Collaborative Less is More Matrix Factorization in Python

pycls icon pycls

Codebase for Image Classification Research, written in PyTorch.

pycm icon pycm

Multi-class confusion matrix library in Python

pycma icon pycma

Python implementation of CMA-ES

pyensemble icon pyensemble

An implementation of Caruana et al's Ensemble Selection algorithm in Python, based on scikit-learn

pygat icon pygat

Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)

pygcn icon pygcn

Graph Convolutional Networks in PyTorch

pygps icon pygps

pyGPs is a library containing an object-oriented python implementation for Gaussian Process (GP) regression and classification.

pykaldi2 icon pykaldi2

Yet another speech toolkit based on Kaldi and PyTorch

pylearn2 icon pylearn2

A Machine Learning library based on Theano

pymesh icon pymesh

Geometry Processing Library for Python

pymuscle icon pymuscle

A motor unit based model of skeletal muscle and fatigue

pyportfolioopt icon pyportfolioopt

Financial portfolio optimisation in python, including classical efficient frontier and advanced methods.

pyramid-attention-networks icon pyramid-attention-networks

PyTorch code for our paper "Pyramid Attention Networks for Image Restoration" with new SOTA results on multiple image restoration tasks

pyramidnet icon pyramidnet

Torch implementation of the paper "Deep Pyramidal Residual Networks" (https://arxiv.org/abs/1610.02915).

pyranet icon pyranet

Code for "PyraNet: Learning Feature Pyramids for Human Pose Estimation" (ICCV 2017)

pyretri icon pyretri

Open source deep learning based unsupervised image retrieval toolbox built on PyTorch🔥

pyro icon pyro

Deep universal probabilistic programming with Python and PyTorch

pyrobot icon pyrobot

PyRobot: An Open Source Robotics Research Platform

pysc2 icon pysc2

StarCraft II Learning Environment

pyslam icon pyslam

pySLAM contains a monocular Visual Odometry (VO) pipeline in Python. It supports many modern local features based on Deep Learning.

pysot icon pysot

Surrogate Optimization Toolbox for Python

pysyft icon pysyft

A library for encrypted, privacy preserving deep learning

pytenet icon pytenet

Python implementation of quantum tensor network operations and simulations: matrix product states and operators, TDVP time evolution, support for quantum numbers, ...

pythia icon pythia

A software suite for Visual Question Answering

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