Saikiran Kannaiah's repositories
awesome-awesomeness
A curated list of awesome awesomeness
pytorch-Deep-Learning-Minicourse
Minicourse in Deep Learning with PyTorch
ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
argoverse-api
Official GitHub repository for Argoverse dataset
TimeSeries_Seq2Seq
This repo aims to be a useful collection of notebooks/code for understanding and implementing seq2seq neural networks for time series forecasting. Networks are constructed with keras/tensorflow.
go
The Open Source Data Science Masters
aa228-notebook
IJulia notebooks for AA228/CS238 Decision Making Under Uncertainty course at Stanford University
magenta
Magenta: Music and Art Generation with Machine Intelligence
world-models
Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
multihead-siamese-nets
Implementation of Siamese Neural Networks built upon multihead attention mechanism for text semantic similarity task.
yorg
Yorg (Yorg's an Open Racing Game) is a free open source racing game developed by Ya2 using Panda3D for Windows, OSX and Linux.
RacingWorld
:boom: A multiplayer online 3D game about racing :boom:
learning-to-drive-in-5-minutes
Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes
javascript-racer
How to build an outrun-style racing game in javascript
Car-racing-game
A pseudo-3D pursuit and racing game made using SFML C++
pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
DeepLearningFlappyBird
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
Obstacle-Avoidance-in-AirSim
A simple Reinforcement Learning Demo for Obstacle Avoidance of using Microsoft AirSim
INFER
The code & datasets for the paper INFER: INtermediate representations for FuturE pRediction
Deep-Learning-in-Production
In this repository, I will share some useful notes and references about deploying deep learning-based models in production.
computer-science
:mortar_board: Path to a free self-taught education in Computer Science!
tf_trt_models
TensorFlow models accelerated with NVIDIA TensorRT
DL-Seq2Seq
Implementation of papers on Deep Seq2seq learning using Pytorch.
Mind-Expanding-Books
:books: Books that will blow your mind
Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
numerical-linear-algebra
Free online textbook of Jupyter notebooks for fast.ai Computational Linear Algebra course
awesome-action-recognition
A curated list of action recognition and related area resources
awesome-machine-learning-interpretability
A curated list of awesome machine learning interpretability resources.