ajabri Goto Github PK

ajabri.github.io

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

carml

cmc

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

cutorch

A CUDA backend for Torch7

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

differentiable-plasticity

display

Lightweight browser-based display server

ee227c.github.io

EE227C (Spring 2018) Course page

gensim

Topic Modelling for Humans

gym-minigrid

Minimalistic gridworld package for OpenAI Gym

image-local-attention

A better PyTorch implementation of image local attention which reduces the GPU memory by an order of magnitude.

lambda-networks

Implementation of LambdaNetworks, a new approach to image recognition that reaches SOTA with less compute

loadcaffe

Load Caffe networks in Torch7

loco-demo

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

monai

AI Toolkit for Healthcare Imaging

mve

Multi-View Environment

nn

openmvg

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

oyster

In-progress implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)

python-datauri

Data URI manipulation made easy.

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

pytorch-maml

PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400

random-network-distillation

Code for the paper "Exploration by Random Network Distillation"

recurrent-interface-network-pytorch

Implementation of Recurrent Interface Network (RIN), for highly efficient generation of images and video without cascading networks, in Pytorch

rin

rlpyt

Reinforcement Learning in PyTorch

scikit-learn

scikit-learn: machine learning in Python