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mltrain-nips-2017

This repository contains all the material for the MLTrain NIPS workshop

mnist_visual

Visualising MNIST dataset with manifold learning

neural-processes

This repository contains notebook implementations of the following Neural Process variants: Conditional Neural Processes (CNPs), Neural Processes (NPs), Attentive Neural Processes (ANPs).

normalizing-flows

PyTorch implementation of normalizing flow models

nvdps

An official (PyTorch) Implementation of "Neural Variational Dropout Processes, ICLR 2022"

optimizercomparisons

Some experiments comparing different optimizers.

parlai

A framework for training and evaluating AI models on a variety of openly available dialogue datasets.

popclipextensions

My PopClip Extensions

python-dp-means-clustering

DP-means K-means clustering algorithms comparison

python3_with_pleasure

A short guide on features of Python 3

pytorch-distributions

Basic VAE flow using pytorch distributions

pytorch-lr-scheduler

Bring some LR schedulers from Keras to PyTorch.

pytorch-misc

Some useful tools for pytorch.

pytorch-mobilenet

PyTorch MobileNet Implementation of "MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications"

pytorch-practice

Some example scripts on pytorch

pytorch-siamese

Siamese Network implementation using Pytorch

pytorch-spectral-normalization-gan

Paper by (anonymous) https://openreview.net/forum?id=B1QRgziT-

pytorch-tvmisc

Totally Versatile Miscellanea for Pytorch

pytorch_ard

Pytorch implementation of Variational Dropout Sparsifies Deep Neural Networks

pytorch_notebooks

tutorial notebooks

pytorch_squeezenet

Implementation of Squeezenet in pytorch, pretrained models on Cifar 10 data to come

pytorchwindowsbinary

Precompiled binaries for PyTorch with CUDA for Python 3.5 and 3.6 on Windows x64

rbfn

Radial Basis Function Network - PyTorch

self-organizing-map

Small numpy implementation of self-organizing maps (SOMs).

squeezenet-neural-style-pytorch

Lightweight implementation of neural style in Pytorch with SqueezeNet

ssl

Implementation of self ensembling for semi supervised learning

ssl_bad_gan

Good Semi-Supervised Learning That Requires a Bad GAN

study

swiper

Most modern mobile touch slider with hardware accelerated transitions

temperature_scaling

A simple way to calibrate your neural network.