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alphalens

Performance analysis of predictive (alpha) stock factors

attention-module

Official PyTorch code for "BAM: Bottleneck Attention Module (BMVC2018)" and "CBAM: Convolutional Block Attention Module (ECCV2018)"

conformer

Implementation of the convolutional module from the Conformer paper, for use in Transformers

donorschoose

kaggle competition, help DonorsChoose.org to screen funding proposals from teachers

g2net_gogogo

G2Net Competition

jigsaw-rate-severity-of-toxic-comments

kaggle_ecommerce

A project working on an e-commerce dataset downloaded from Kaggle

leetcode

lending-club-predicting-loan-defaults

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.

million-song-project

movie_recommender

recommend movie with Spark

notebooks

Jupyter notebooks for the Natural Language Processing with Transformers book

optuna-examples

Examples for https://github.com/optuna/optuna

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

pytorch-cifar100

Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

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

resnet1d

PyTorch implementations of several SOTA backbone deep neural networks (such as ResNet, ResNeXt, RegNet) on one-dimensional (1D) signal/time-series data.

supcontrast

PyTorch implementation of "Supervised Contrastive Learning" (and SimCLR incidentally)

transformers

🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

xla

Enabling PyTorch on Google TPU