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amazon-ml-challenge-21

augmix

AugMix: A Simple Data Processing Method to Improve Robustness and Uncertainty

bi-tempered-loss-pytorch

Pytorch implementation of Robust Bi-Tempered Logistic Loss Based on Bregman Divergences

biaslab-hugo

Repository with content of BIASlab website for Hugo static site generator.

brain-segmentation

Brain Segmentation on MRBrains18

chaii-hindi-tamil-question-answering

chaii: hindi and tamil question answering

chipnet

Official implementation "ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations"

competitions

My Solutions to Machine Learning competitions on Kaggle, Analytics Vidhya etc

cs231n-2019

Notes and assignment solution to http://cs231n.stanford.edu

dcgan

Pytorch implementation of DCGAN and trained on Cat Dataset

droughtwatch

ds_algo

Make your first open source contribution this Hacktoberfest!

ead2020

1st place solution to EAD 2020 (segmentation track) (https://ead2020.grand-challenge.org/)

efficientnet-pytorch_3dconv

Modified EfficientNet to use 3D Convolution

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

feedback-prize

This is the solution for 2nd rank in Kaggle competition: Feedback Prize - Evaluating Student Writing.

headpose

Headpose estimation

machine_learning-andrewng

neural-style-transfer

nn

practical_rl-coursera

Solution to programming assignments for Practical Reinforcement Learning

pysot

SenseTime Research platform for single object tracking, implementing algorithms like SiamRPN and SiamMask.

pytorch-lightning

The lightweight PyTorch wrapper for high-performance AI research. Scale your models, not the boilerplate.

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

repdistiller

[ICLR 2020] Contrastive Representation Distillation (CRD), and benchmark of recent knowledge distillation methods

segmentation_models.pytorch

Segmentation models with pretrained backbones. PyTorch.

session-reports

Report of all Sessions held at Cyber Labs

srflow-pytorch

[WIP] pytorch implementation of paper "SRFlow: Learning the Super-Resolution Space with Normalizing Flow"

transformers

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

vision

Datasets, Transforms and Models specific to Computer Vision