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Abhishek Sharma's Projects

aframe icon aframe

A web framework for building VR experiences.

bindsnet icon bindsnet

Simulation of spiking neural networks (SNNs) using PyTorch.

cvxpylayer_qp icon cvxpylayer_qp

Differentiable QP Layer using the OptNet paper (faster, more accurate implementation than cvxpylayers for QPs)

dmm icon dmm

Implementation of Deep Markov Models using PyTorch

du-rltpp icon du-rltpp

PPG (Point Process Generator) is a Reinforcement Learning framework that is able to produce actions by imitating expert sequences.

gumbel-max-scm icon gumbel-max-scm

Code for "Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models" (ICML 2019)

ifl-tpp icon ifl-tpp

Implementation of "Intensity-Free Learning of Temporal Point Processes"

npci icon npci

Non-parametrics for Causal Inference

optml_course icon optml_course

EPFL Course - Optimization for Machine Learning - CS-439

pp_lvm icon pp_lvm

Point process LVM Implementation

seq2sql icon seq2sql

Implementation of Seq2SQL. Inspired by: https://github.com/xiaojunxu/SQLNet

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