Abhishek Sinha's repositories
antialiased-cnns
Antialiasing cnns to improve stability and accuracy. In ICML 2019.
mini-imagenet-tools
Tools for generating mini-ImageNet dataset and processing batches
CloserLookFewShot
source code to ICLR'19, 'A Closer Look at Few-shot Classification'
maml-cifar-fs
Extended code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks" with CIFAR-fs classification
habitat-challenge
Code for the habitat challenge
tensorpack
A Neural Net training Interface on TensorFlow, with focus on speed + flexibility
cleverhans
An adversarial example library for constructing attacks, building defenses, and benchmarking both
mnist_challenge
A challenge to explore adversarial robustness of neural networks on MNIST.
baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
text-classification-in-pytorch-using-lstm
classification of the imdb large movie review dataset
match
:crystal_ball: Scalable reverse image search built on Kubernetes and Elasticsearch
Custom-SVM-kernel
Leveraging Reinforcement Learning Based Search Mechanism for Custom SVM Kernel Discovery
cifar10_challenge
A challenge to explore adversarial robustness of neural networks on CIFAR10.
json
Output ExpressionEngine data in JSON format.
NALU-pytorch
A PyTorch Implementation of "Neural Arithmetic Logic Units"
Non-Maximum-Suppression
描述非极大值抑制（Non-Maximum-Suppression，NMS）
RL-Adventure-2
PyTorch0.4 tutorial of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay
RL-Adventure
Pytorch easy-to-follow step-by-step Deep Q Learning tutorial with clean readable code.
interviews
Everything you need to know to get the job.
noisynetDQN
Tensorflow implementation of noisy DQN
foolbox
Python toolbox to create adversarial examples that fool neural networks
Distilling-the-knowledge-in-neural-network
Teaches a student network from the knowledge obtained via training of a larger teacher network
handwriting-synthesis
Handwriting Synthesis with RNNs ✏️
caffe
Caffe: a fast open framework for deep learning.