Piyush Raikwar's repositories
GaussianDistillation
Data-free knowledge distillation using Gaussian noise (NeurIPS paper)
VCL-in-PyTorch
PyTorch implementation of Variational Continual Learning
OpenAI_gym-CarRacing
OpenAI_gym-CarRacing-v0 Supervised Learning
continual_learning_papers
Relevant papers in Continual Learning
FMFastSim
Foundational models for fast simulation
cupy
NumPy-like API accelerated with CUDA
deepbots
A wrapper framework for Reinforcement Learning in Webots simulator using Python 3.
deepbots-tutorials
Tutorials for the deepbots framework https://github.com/aidudezzz/deepbots
deepworlds
Examples and use cases using the deepbots framework (https://github.com/aidudezzz/deepbots) with the Webots robot simulator.
hsf.github.io
HEP Software Foundation github site
Lottery-Ticket-Hypothesis-in-Pytorch
This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.
MNIST_GAN
Generative Adverserial Networks trained on MNIST
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
PyTorch-BayesianCNN
Bayesian Convolutional Neural Network with Variational Inference based on Bayes by Backprop in PyTorch.
pytorch-mdn
Mixture Density Networks for PyTorch
Training-BatchNorm-and-Only-BatchNorm
Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.
variational-continual-learning
Implementation of the variational continual learning method
vowpal_wabbit
Vowpal Wabbit is a machine learning system which pushes the frontier of machine learning with techniques such as online, hashing, allreduce, reductions, learning2search, active, and interactive learning.
weight-loss
Machine Learning meets ketosis: how to effectively lose weight