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Cobbinah Bernard's Projects

bert icon bert

TensorFlow code and pre-trained models for BERT

bidirectional icon bidirectional

Complete project for paper "Bidirectional Learning for Robust Neural Networks"

biggan-pytorch icon biggan-pytorch

The author's officially unofficial PyTorch BigGAN implementation.

brain2020 icon brain2020

Development and validation of an interpretable deep learning framework for Alzheimer's disease classification

brainprep icon brainprep

Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.

brats icon brats

PyTorch & Keras implementation for BraTs (Brain Tumor Segmentation)

bunnylol icon bunnylol

My implementation of Facebook's Bunnylol

captum icon captum

Model interpretability and understanding for PyTorch

causalml icon causalml

Uplift modeling and causal inference with machine learning algorithms

chat-ui icon chat-ui

Open source codebase powering the HuggingChat app

chatgpt icon chatgpt

Lightweight package for interacting with ChatGPT's API by OpenAI. Uses reverse engineered official API.

cnn-interpretability icon cnn-interpretability

🏥 Visualizing Convolutional Networks for MRI-based Diagnosis of Alzheimer’s Disease

collmetric icon collmetric

A Tensorflow implementation of Collaborative Metric Learning (CML)

colossalai icon colossalai

Making large AI models cheaper, faster and more accessible

compsci icon compsci

A revision of some computer science

computer-science icon computer-science

:mortar_board: Path to a free self-taught education in Computer Science!

continualprototypeevolution icon continualprototypeevolution

Codebase for Continual Prototype Evolution (CoPE) to attain perpetually representative prototypes for online and non-stationary datastreams. Includes implementation of the Pseudo-Prototypical Proxy (PPP) loss.

convolutional-prototype-learning icon convolutional-prototype-learning

An implementation (TensorFlow) of CPL and GCPL appeared in CVPR2018 paper: "Robust Classification with Convolutional Prototype Learning"

covidprognosis icon covidprognosis

COVID deterioration prediction based on chest X-ray radiographs via MoCo-trained image representations

cpssds icon cpssds

Conformal Prediction for Semi-supervised Classification on Data Streams

cropml_tensorflow_lite icon cropml_tensorflow_lite

A machine learning android app to predict favorable crops for a cultivable land based on temperature and humidity

cyclegan icon cyclegan

Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.

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