Ananth Ravi Kumar's repositories
front-testing
Simulating options portfolios subject to user-specified hedging strategies.
cesium
Machine Learning Time-Series Platform
COVID-19
Novel Coronavirus (COVID-19) Cases, provided by JHU CSSE
DEC-keras
Keras implementation for Deep Embedding Clustering (DEC)
dqn-hypopt
COMS 6998 Project - Hyperparameter Optimization for DQNs
finite-element-fokker-planck
Applying finite element methods to the Fokker-Planck equation with constant coefficients.
weakly-supervised-metric-embedding
Learning low-dimensional semantic embeddings using siamese/triplet autoencoders
Deep-reinforcement-learning-with-pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
fastdtw
A Python implementation of FastDTW
foundations_for_deep_learning
Building a scalable foundation for deep learning
intro-numerical-methods
Jupyter notebooks and other materials developed for the Columbia course APMA 4300
kubernetes-omero
Kubernetes Helm charts for OMERO
micrograd-rust
Implementing backpropagation in Rust
mtsne
Multivariate time-series t-Distributed Stochastic Neighbor Embedding
neural-enhance
Super Resolution for images using deep learning.
numerical-methods-pdes
Jupyter notebook class notes for Numerical Methods for PDEs
Pacman-Deep-Q-Network
Deep Reinforcement Learning Pacman in Pytorch
pymc3
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Theano
pynsist
Build Windows installers for Python applications
pyometiff
OME-TIFF IO in python
pytorch-metric-learning
The easiest way to use deep metric learning in your application. Modular, flexible, and extensible. Written in PyTorch.
pytorch3d
PyTorch3D is FAIR's library of reusable components for deep learning with 3D data
QuantLib
The QuantLib C++ library
readme2tex
Renders TeXy Math for Github Readmes
siamese-triplet
Siamese and triplet networks with online pair/triplet mining in PyTorch
therustbook
Working through the Rust book!
updates
Weekly progress reports
viv
Library for multiscale visualization of high-resolution multiplexed bioimaging data on the web. Directly renders Zarr and OME-TIFF.