anuroopsriram Goto Github PK

anuroopsriram.github.io

commai-env

A platform for developing AI systems as described in A Roadmap towards Machine Intelligence - http://arxiv.org/abs/1511.08130

deeplearningtutorials

Deep Learning Tutorial notes and code. See the wiki for more info.

diffusion-models-pytorch

Pytorch implementation of Diffusion Models (https://arxiv.org/pdf/2006.11239.pdf)

e3nn

A modular framework for neural networks with Euclidean symmetry

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

espnet

End-to-End Speech Processing Toolkit

fairscale

PyTorch extensions for high performance and large scale training.

fairseq

Facebook AI Research Sequence-to-Sequence Toolkit written in Python.

fast-wavenet

Efficient implementation of Wavenet generation.

globallynormalizedreader

An implementation of the Globally Normalized Reader

gym

A toolkit for developing and comparing reinforcement learning algorithms.

homework

Assignments for CS294-112.

keras

Deep Learning library for Python. Convnets, recurrent neural networks, and more. Runs on Theano and TensorFlow.

lstm-er

Implementation of End-to-End Relation Extraction using LSTMs on Sequences and Tree Structures in ACL2016.

models

Models built with TensorFlow

mxnet

Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

nmt

TensorFlow Neural Machine Translation Tutorial

ocp

https://opencatalystproject.org/

parlai

A framework for training and evaluating AI models on a variety of openly available dialog datasets.

python-sortedcontainers

Python Sorted Container Types: Sorted List, Sorted Dict, and Sorted Set

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

requests-for-research

A living collection of deep learning problems

rllab

rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.

segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

segment-anything-fast

A batched offline inference oriented version of segment-anything

senet.pytorch

PyTorch implementation of SENet

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

seqgan

Implementation of Sequence Generative Adversarial Nets with Policy Gradient

sketches-core

Core Sketch Library.