Saikiran Kannaiah's repositories
linear-cpp
An attempt at a C++ tutorial.
keras-seq-2-seq-signal-prediction
An implementation of a sequence to sequence neural network using an encoder-decoder
bnn
Bayesian Neural Network in PyTorch
awesome-autonomous-vehicles
Curated List of Self-Driving Cars and Autonomous Vehicles Resources
word_embeddings_hp
Training and exploring Word2Vec and FastText on Harry Potter books corpus
Pythonic-Algorithms-and-Data-Structures
Some important tips as well as algorithms and data structures practice with python
Obstacle_Avoidance_AStar
Used Hough Planes to convert 3D obstacles into a 2D grid. Used A Star algorithm to find optimal path from Start point to Goal point. Also planned to incorporate an A-Star algorithm for a 3D point cloud map which we get by running SLAM on Turtlebot in the Robotics Realization Lab, UMD, CP
100days
100 days of algorithms
TensorKart
self-driving MarioKart with TensorFlow
open-source-machine-learning-degree
Learn machine learning for free, because free is better than not-free.
keras-to-tensorflow
A tutorial on running Keras models in Tensorflow
Obstacle_Avoidance_ROS
Autonomous Obstacle Avoidance Robot ROS + GAZEBO
iseeyou
writing stuff from scratch
keras-temporal-autoencoder
Keras framework for autocovariance-based dimensionality reduction of time series data with deep neural networks.
pytorch-playground
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
testing_theory
testing hypothesis
deeplearning4nlp-tutorial
Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)
RD
setting up of different libraries on the remote server
aima-python
Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"
lectures
Oxford Deep NLP 2017 course
CS231-deep-learning-assignments
Solutions for assignments
dqn-obstacle-avoidance
Deep Reinforcement Learning for Fixed-Wing Flight Control with Deep Q-Network
mtheme
A modern LaTeX Beamer theme
coursera-test
test repo for setup
awesome-computer-vision
A curated list of awesome computer vision resources
awesome-deep-learning
A curated list of awesome Deep Learning tutorials, projects and communities.
Machine-Learning-Tutorials
machine learning and deep learning tutorials, articles and other resources
aa222-notebook
Stanford's AA222 IJulia Notebooks