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project

My graduation project, maybe.

project3-preprocess

all code for data preprocess

pylearn2

A Machine Learning library based on Theano

python-pcl

Python bindings to the pointcloud library (pcl)

python-progressbar

Automatically exported from code.google.com/p/python-progressbar

pytorch-crf

(Linear-chain) Conditional random field in PyTorch.

pytorch-edit-distance

(Forked) Levenshtein edit-distance on PyTorch and CUDA

pytorch-maml-rl

Reinforcement Learning with Model-Agnostic Meta-Learning in Pytorch

pytorch-pretrained-bert

A PyTorch implementation of Google AI's BERT model provided with Google's pre-trained models, examples and utilities.

pytorch-tutorial

tutorial for researchers to learn deep learning with pytorch.

pytorch3d

PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

rc-data

Question answering dataset featured in "Teaching Machines to Read and Comprehend

redsvd

Automatically exported from code.google.com/p/redsvd

reformer-pytorch

Reformer, the efficient Transformer, in Pytorch

requests-for-research

A living collection of deep learning problems

reweighted-ws

Implementation of the reweighted wake-sleep machine learning algorithm

rllab

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

rnn

Recurrent Neural Network library for Torch7's nn

rq-vae-transformer

The official implementation of Autoregressive Image Generation using Residual Quantization (CVPR '22)

rsm

Topic analysis using RSM or PVDM.

rwkv-lm

RWKV-2 is a RNN with transformer-level performance. It can be directly trained like a GPT transformer (parallelizable). So it's combining the best of RNN and transformer - great performance, fast inference, saves VRAM, fast training, "infinite" ctx_len, and free sentence embedding.

seg-nmt

Search Engine Guided Non-Parametric Neural Machine Translation

seq2seq

A general-purpose encoder-decoder framework for Tensorflow

sgn-rl

Bypassing the Black-Box Operation with Evolutionary Synthetic Gradients

shapelab

shapenetrender_more_variation

A new shapenet rendering 2D image dataset that also contains deph map, normal map and albedo map.

sockeye

Sequence-to-sequence framework with a focus on Neural Machine Translation based on PyTorch

softras

Official project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"

spatiotemporalsegmentation

4D Spatio-Temporal Semantic Segmentation on a 3D video (a sequence of 3D scans)

squirrel

PyTorch implementation of Transformer-based Neural Machine Translation