Saurabh Arora's repositories
sentimentAnalysis-sagemaker-deployment
Deploying Sentiment Analysis ML model within AWS SageMaker
imitation
Clean PyTorch implementations of imitation learning algorithms
ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
stable-baselines3
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
SSRR
Public implementation of "Learning from Suboptimal Demonstration via Self-Supervised Reward Regression" from CoRL'21
DSND_Term2
Contains files related to content and project of DSND Term 2
deep-learning-v2-pytorch
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Tech-Interview-Cheat-Sheet
Studying for a tech interview sucks. Here's an open source cheat sheet to help
tf-adnet-tracking
Region-Of-Interest Pooling Based Redetection in 'Deep Object Tracking Implementation for (Action-Decision Networks for Visual Tracking with Deep Reinforcement Learning, CVPR 2017)'
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
scikit-learn
scikit-learn: machine learning in Python
Best-README-Template
An awesome README template to jumpstart your projects!
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > TFLite
hgail
Online version of Generaitive Adversarial Imitation Learning for Grid world Environment
rllab
Introduction of a grid environment with transition dyanmics for patrolling in hallways.
Disaster-Response-App
An application for categorizing the disaster events based on messages
distributions_python_package
Python Package for Gaussian Distributions
stackoverflow
Findings from Stackoverflow 2017
keras-retinanet
Keras implementation of RetinaNet object detection.
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms