vkanade Goto Github PK

auto-sklearn

Automated Machine Learning with scikit-learn

blango

char-rnn

Multi-layer Recurrent Neural Networks (LSTM, GRU, RNN) for character-level language models in Torch

covid19-vis

Visualizing the impact of SARS-CoV-2 intervention strategies.

demos

Demos and tutorials around Torch7.

densitypeakcluster

Python Code For 'Clustering By Fast Search And Find Of Density Peaks' In Science 2014.

early-stopped-mirror-descent

Code reproducing the simulations in "The Statistical Complexity of Early-Stopped Mirror Descent" (Tomas Vaškevičius, Varun Kanade, Patrick Rebeschini) https://arxiv.org/abs/2002.00189

google-research

Google Research

india-election-data

To map publicly available datasets related to General Assembly (Lok Sabha) elections in India.

jekyll-blog-comments-azure

Azure Function to receive new blog comment forms and create a pull request for each.

jupyter_environment_kernels

An Jupyter plugin to enable the automatic detection of conda environments as kernels.

markdown-viewer

Firefox add-on to view markdown files

mipverify.jl

Evaluating Robustness of Neural Networks with Mixed Integer Programming

mipverify_data

Data for MIPVerify package.

mlmt2016

mlmt2017

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

optimization17

Lecture notes for the Optimization for Machine Learning Reading group in Oxford, Fall 2017, Department of Statistics

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

practical1

Oxford Deep NLP 2017 course - Practical 1: word2vec

practical2

Oxford Deep NLP 2017 course - Practical 2: Text Classification

pytorch-gan

GAN model using PyTorch

relu_stable

researchpooler

Automating research publications discovery and analysis. For example, ever wish your computer could automatically open papers that are most similar to a paper at an arbitrary url? How about finding all papers that report results on some dataset? Let's re-imagine literature review.

robust_keras

rprml

A python framework for reproducible machine learning experiments.

tensorflow

Computation using data flow graphs for scalable machine learning

torch-svm

torch7

tutorials

A series of machine learning tutorials for Torch7