ymohit

fkigp

adversarial-attacks

Code for our CVPR 2018 paper, "On the Robustness of Semantic Segmentation Models to Adversarial Attacks"

axcell

Tools for extracting tables and results from Machine Learning papers

biobox

a toolbox for the manipulation, modelling and analysis of molecular structures

BioNeMo

For managing BioNeMo Service Example notebooks

bnt

Bayes Net Toolbox for Matlab

Complete-Python-3-Bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

counting_dimensions

public demonstration for our ACL 2018 paper, "On the Practical Computational Power of Finite Precision RNNs for Language Recognition"

design-patterns-cpp

C++ Design Patterns

dilated-cnn-ner

Dilated CNNs for NER in TensorFlow

dynet

DyNet: The Dynamic Neural Network Toolkit

falkon

Large-scale, multi-GPU capable, kernel solver

finetune-transformer-lm

Code and model for the paper "Improving Language Understanding by Generative Pre-Training"

gpytorch

A highly efficient and modular implementation of Gaussian Processes in PyTorch

gru_ode_bayes

Pytorch implementation of GRU-ODE-Bayes

gumbel-box-embeddings

hawkes

Python class for generation and parameter estimation of multivariate Hawkes processes

interval-bound-propagation

machine-learning-systems-design

A booklet on machine learning systems design with exercises

merf

Mixed Effects Random Forest

minimal-span-parser

A minimal span-based neural constituency parser

ML-Privacy-Regulization

NCRFpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (code for COLING/ACL 2018 paper)

non-parametric-transformers

Code for "Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning"

obp

Open Bandit Pipeline: a python library for bandit algorithms and off-policy evaluation

pywsrlib

Radar toolkit using Py-ART and patterned off WSRLIB

skisg

Official implementation for "Kernel Interpolation with Sparse Grids"

slidesfigures

Figures for presentations

ymohit

Config files for my GitHub profile.

ymohit.github.io