sandeep-krishnamurthy

oreilly-mxnet-workshop

Lab resources for Oreilly online Apache MXNet workshop

dl-operator-benchmark

Framework for benchmarking deep learning operators for Apache MXNet

cpp_from_scratch

My repo for learning CPP from scratch

mxnet-gluon-gan

Highly scalable Apache MXNet based implementation of various Generative Adversarial Networks.

mxnet-profiler-demo

Repo to demo MXNet profiler and few additional utilities to easily digest the profiler output

tech-interview-handbook

💯 Algorithms study materials, behavioral content and tips for rocking your coding interview

website-link-checker

Utility to check broken links in your website.

incubator-mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

keras

Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.

amazon-sagemaker-examples

Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker

Cookbook

curriculum

deep-learning-coursera

Deep Learning Specialization by Andrew Ng on Coursera.

deeplearning-benchmark

deepo

A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.

deepspeech.mxnet

A MXNet implementation of Baidu's DeepSpeech architecture

dl_benchmark

gluon-crash-course

A 60min Gluon crash course

imgaug

Image augmentation for machine learning experiments.

insightface

Face Analysis Project on MXNet and PyTorch

Keras-GAN

Keras implementations of Generative Adversarial Networks.

mlcrate

A python module of handy tools and functions, mainly for ML and Kaggle

mxnet-end-to-end-models

Examples and test scripts for MXNet end to end models

my-reading-list

Things I want to read and I have read...

NLP-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

numpy-ml

Machine learning, in numpy

pipeline

PipelineAI: Real-Time Enterprise AI Platform

Production-Level-Deep-Learning

A guideline for building practical production-level deep learning systems to be deployed in real world applications.

sandeep-krishnamurthy.github.io

system_design

Preparation links and resources for system design questions