Pinned Repositories
cpp_from_scratch
My repo for learning CPP from scratch
deeplearning-cfn
CFN cluster for DeepLearning AMIs.
dl-operator-benchmark
Framework for benchmarking deep learning operators for Apache MXNet
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.
keras-mxnet-benchmarks
Repository of Keras examples for profiling the performance.
MovieSuccessPrediction
A machine learning project to predict if a movie is going to be a blockbuster or flop. In this project we aim to collect data from various sources like Twitter and Youtube comments, and perform classification of postivity of these tweets and comments. Our model uses these values to predict success of a movie in the scale of 1 to 5, where 5 being blockbuster and 1 being flop. Various classification algorithms like SVM, Naive Bayes, Maximum Entropy are implemented and accuracy is compared. We uses Python as primary language of implementation.
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
oreilly-mxnet-workshop
Lab resources for Oreilly online Apache MXNet workshop
sandeep-krishnamurthy's Repositories
sandeep-krishnamurthy/oreilly-mxnet-workshop
Lab resources for Oreilly online Apache MXNet workshop
sandeep-krishnamurthy/dl-operator-benchmark
Framework for benchmarking deep learning operators for Apache MXNet
sandeep-krishnamurthy/cpp_from_scratch
My repo for learning CPP from scratch
sandeep-krishnamurthy/mxnet-gluon-gan
Highly scalable Apache MXNet based implementation of various Generative Adversarial Networks.
sandeep-krishnamurthy/mxnet-profiler-demo
Repo to demo MXNet profiler and few additional utilities to easily digest the profiler output
sandeep-krishnamurthy/tech-interview-handbook
💯 Algorithms study materials, behavioral content and tips for rocking your coding interview
sandeep-krishnamurthy/website-link-checker
Utility to check broken links in your website.
sandeep-krishnamurthy/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
sandeep-krishnamurthy/keras
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
sandeep-krishnamurthy/amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
sandeep-krishnamurthy/Cookbook
sandeep-krishnamurthy/curriculum
sandeep-krishnamurthy/deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
sandeep-krishnamurthy/deeplearning-benchmark
sandeep-krishnamurthy/deepo
A series of Docker images (and their generator) that allows you to quickly set up your deep learning research environment.
sandeep-krishnamurthy/deepspeech.mxnet
A MXNet implementation of Baidu's DeepSpeech architecture
sandeep-krishnamurthy/dl_benchmark
sandeep-krishnamurthy/gluon-crash-course
A 60min Gluon crash course
sandeep-krishnamurthy/imgaug
Image augmentation for machine learning experiments.
sandeep-krishnamurthy/insightface
Face Analysis Project on MXNet and PyTorch
sandeep-krishnamurthy/Keras-GAN
Keras implementations of Generative Adversarial Networks.
sandeep-krishnamurthy/mlcrate
A python module of handy tools and functions, mainly for ML and Kaggle
sandeep-krishnamurthy/mxnet-end-to-end-models
Examples and test scripts for MXNet end to end models
sandeep-krishnamurthy/my-reading-list
Things I want to read and I have read...
sandeep-krishnamurthy/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.
sandeep-krishnamurthy/numpy-ml
Machine learning, in numpy
sandeep-krishnamurthy/pipeline
PipelineAI: Real-Time Enterprise AI Platform
sandeep-krishnamurthy/Production-Level-Deep-Learning
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
sandeep-krishnamurthy/sandeep-krishnamurthy.github.io
sandeep-krishnamurthy/system_design
Preparation links and resources for system design questions