Bharath Ballamudi's repositories
extremitypathfinder
python package for fast shortest path computation on 2D grid or polygon maps
60_Days_RL_Challenge
Learn Deep Reinforcement Learning in Depth in 60 days
Algorithms
:computer: Data Structures and Algorithms in Python
awesome-rl
Reinforcement learning resources curated
CLIMA
Climate Machine
Deep-Reinforcement-Learning-Hands-On
Hands-on Deep Reinforcement Learning, published by Packt
DeepReinforcementLearning
A replica of the AlphaZero methodology for deep reinforcement learning in Python
DL-NLP-Readings
My Reading Lists of Deep Learning and Natural Language Processing
docs
TensorFlow documentation
GridUniverse
Old and new Reinforcement Learning algorithms run on the GridUniverse ecosystem
Grokking-Deep-Learning
this repository accompanies my forthcoming book "Grokking Deep Learning"
helit
My machine learning/computer vision library for all of my recent papers, plus algorithms that I just like.
LaTex_Figures
A collection of common examples for scientific papers especially for Deep Learning. Reference:https://github.com/PetarV-/TikZ
live_view_black_jack
BlackJack https://polite-angelic-beaver.gigalixirapp.com/
MediumPosts
Repo for all files related to my Medium Posts
Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
Named-Entity-Recognition-with-Bidirectional-LSTM-CNNs
Notebooks
Machine learning notebooks in different subjects optimized to run in google collaboratory
Offline-MapMatching
a QGIS-plugin for matching a trajectory with a network using a Hidden Markov Model and Viterbi algorithm
paper-tips-and-tricks
Best practice and tips & tricks to write scientific papers in LaTeX, with figures generated in Python or Matlab.
practical-pytorch
PyTorch tutorials demonstrating modern techniques with readable code
RL-Adventure
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
roadprofile-1
Python package for working with road profile data
robotics-rl-srl
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
sobot-rimulator
Autonomous mobile robot simulator.
Tensorflow-TCN
Tensorflow eager implementation of Temporal Convolutional Network (TCN)
tensorflow2-deep-reinforcement-learning
Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.0"
tf2_course
Notebooks for my "Deep Learning with TensorFlow 2 and Keras" course
the-incredible-pytorch
The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.