Smrutiranjan Sahu's repositories
aiva
AIVA (A.I. Virtual Assistant): General-purpose virtual assistant for developers.
Computer-Vision-Course-Note
Computer Vision Course Note
deep-learning-book-notes
Notebooks prepared while reading the Deep Learning book
DeepRLHacks
Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)
dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
DRL_papernotes
Notes and comments about Deep Reinforcement Learning papers
HulkSmashThor
THOR Challenge for the CVPR 2017 Workshop on Visual Understanding Across Modalities
machine-learning
:earth_americas: machine learning algorithms tutorials (mainly in Python)
ml-cheatsheet
Machine learning cheatsheet
movie-demo-frontend
js frontend for movie recommender demo
NapkinML
A tiny lib with pocket-sized implementations of machine learning models in NumPy.
orbit-image-analysis
A versatile image analysis software for biological image-based quantification using machine learning, especially for whole slide imaging.
pattern_classification
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
playcanvas-ar
Fast and Easy Augmented Reality for the Web :rocket:
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
python-nlp-opencv-ml-docker
Python docker image with a lot of natural language processing, image processing and machine learning libraries installed.
pytorch-madrl
PyTorch implementations of various DRL algorithms for both single agent and multi-agent.
pytorch.rl.learning
for learning reinforcement learning using PyTorch.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
scalable-data-science
Course in scalabe data science using Apache Spark over Databricks.
slam
learning SLAM,curse,paper and others