keskarnitish Goto Github PK

awd-lstm-lm

big-bench

Beyond the Imitation Game collaborative benchmark for enormous language models

bigbatch

Code used to generate the results appearing in "Train longer, generalize better: closing the generalization gap in large batch training of neural networks"

binarynet

Training Deep Neural Networks with Weights and Activations Constrained to +1 or -1

caffe

Caffe: a fast open framework for deep learning.

cython

The most widely used Python to C compiler

decanlp

The Natural Language Decathlon: A Multitask Challenge for NLP

deep-residual-networks

Deep Residual Learning for Image Recognition

deeplearning

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

densenet.pytorch

A PyTorch implementation of DenseNet.

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

finetune

Scikit-learn style model finetuning for NLP

keras

Theano-based Deep Learning library (convnets, recurrent neural networks, and more).

keskarnitish.github.io

My Website

large-batch-training

Code to reproduce some of the figures in the paper "On Large-Batch Training for Deep Learning: Generalization Gap and Sharp Minima"

lasagne

Lightweight library to build and train neural networks in Theano

learning-to-learn

Learning to Learn in TensorFlow

minsqn

Optimization using Stochastic quasi-Newton methods

nni

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

nqn

A Limited-Memory Quasi-Newton Algorithm for Bound-Constrained Nonsmooth Optimization

oba

A Second-Order Method for Convex L1-Regularized Optimization with Active-Set Prediction

openprompt

An Open-Source Toolkit for Prompt-Learning.

otkpp

Automatically exported from code.google.com/p/otkpp

perfprof

Convenience function for plotting performance profiles in Python.

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

randomprojectrepo

Random files from programming exercises

recipes

Lasagne recipes: examples, IPython notebooks, ...

sgdr

sphinx-tutorial

An opinionated tutorial on Sphinx.