Akshit Arora's Projects
An evolving guide to learning Deep Learning effectively.
Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!
Deep Learning Architecture Genealogy Project
Knowledge Tracing using RNN - Independent Study Project with Prof. Mike Mozer at CU
Deep Learning Examples
TensorFlow Basic Tutorial Labs
A Docker image containing almost all popular deep learning frameworks: theano, tensorflow, sonnet, pytorch, keras, lasagne, mxnet, cntk, chainer, caffe, torch.
A TensorFlow implementation of Baidu's DeepSpeech architecture
:art: Diagram as Code for prototyping cloud system architectures
Notebooks for learning deep learning
Integration of TensorFlow with other open-source frameworks
A curated list of engineering blogs of startup and enterprise companies
Cloud-native high-performance edge/middle/service proxy
Transformation and benchmark code for Expedia's Personalized Sort Kaggle Competition
Find people you should follow on Twitter based on who the people you follow follow
A C++ standalone library for machine learning
Flowtron is an auto-regressive flow-based generative network for text to speech synthesis with control over speech variation and style transfer
⚡️ Ghost for Desktops
A collection of useful .gitignore templates
Notebook tutorial for creating a GPU accelerated search index on a Nvidia Data Science Workstation
Minimal is the new cool.
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Assignment 1 - Introduction to VR by Daniel Szafir (CSCI 7000)
Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.
find a distance between a human and a wall in a corridor using depth camera observations.
Hummingbird compiles trained ML models into tensor computation for faster inference.