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cbe135's Projects

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

๐Ÿง‘โ€๐Ÿซ Implementations/tutorials of deep learning papers with side-by-side notes ๐Ÿ“; including transformers (original, xl, switch, feedback, vit), optimizers (adam, radam, adabelief), gans(dcgan, cyclegan, stylegan2), ๐ŸŽฎ reinforcement learning (ppo, dqn), capsnet, distillation, etc. ๐Ÿง 

batchgenerators icon batchgenerators

A framework for data augmentation for 2D and 3D image classification and segmentation

bert icon bert

TensorFlow code and pre-trained models for BERT

blackhole icon blackhole

BlackHole is a modern macOS virtual audio driver that allows applications to pass audio to other applications with zero additional latency.

boruta_py icon boruta_py

Python implementations of the Boruta all-relevant feature selection method.

boundary-loss icon boundary-loss

Official code for "Boundary loss for highly unbalanced segmentation", runner-up for best paper award at MIDL 2019. Extended version in MedIA, volume 67, January 2021.

colab_ssh icon colab_ssh

Create SSH tunel to a running colab notebook

dcmtk icon dcmtk

Official DCMTK Github Mirror

einops icon einops

Deep learning operations reinvented (for pytorch, tensorflow, jax and others)

fanny icon fanny

Monitor your Mac's fan speed and CPU/GPU temperature from your Notification Center.

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

hugo icon hugo

The worldโ€™s fastest framework for building websites.

ignite icon ignite

High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

ipex-llm icon ipex-llm

Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max). A PyTorch LLM library that seamlessly integrates with llama.cpp, HuggingFace, LangChain, LlamaIndex, DeepSpeed, vLLM, FastChat, ModelScope, etc.

kora icon kora

Convenient tools for Colab

magicianscorner icon magicianscorner

Notebooks, datasets, other content for the Radiology:AI series known as Magicians Corner by Brad Erickson

monai icon monai

AI Toolkit for Healthcare Imaging

multi-type-td-tsr icon multi-type-td-tsr

Extracting Tables from Document Images using a Multi-stage Pipeline for Table Detection and Table Structure Recognition:

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