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pytorch-image-models

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

Probabilistic-Programming-and-Bayesian-Methods-for-Hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

albumentations

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

dvc

🦉 ML Experiments and Data Management with Git

EffectiveTensorflow

TensorFlow tutorials and best practices.

how-to-exit-vim

Below are some simple methods for exiting vim.

mcfly

Fly through your shell history. Great Scott!

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms

catalyst

Accelerated deep learning R&D

Multitarget-tracker

Multiple Object Tracker, Based on Hungarian algorithm + Kalman filter.

fast-transformers

Pytorch library for fast transformer implementations

YouTokenToMe

Unsupervised text tokenizer focused on computational efficiency

autodidact

A pedagogical implementation of Autograd

pytorch-cnn-finetune

Fine-tune pretrained Convolutional Neural Networks with PyTorch

natural-adv-examples

A Harder ImageNet Test Set (CVPR 2021)

shrinkbench

PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.

sparse_learning

Sparse learning library and sparse momentum resources.

Erlemar.github.io

Data science portfolio

L0_regularization

Learning Sparse Neural Networks through L0 regularization

t3f

Tensor Train decomposition on TensorFlow

torch-blocksparse

Block-sparse primitives for PyTorch

maggot

A lightweight python library that helps to keep track of numerical experiments

trunklucator

Python module for data scientists for quick creating annotation projects.

blobfile

Read Google Cloud Storage, Azure Blobs, and local paths with the same interface

practical-rl

Reinforcement learning in Julia. Solving OpenAI gym.

deep_docker

kaggle_amazon_from_space

Here my code from kaggle competition "Planet: Understanding the Amazon from Space"

hyperstate

Opinionated library for managing hyperparameters and mutable state of machine learning training systems.

mac-virtual-camera

Simple Virtual Camera for Mac