nickb-

Adapter-BERT

Adapter Based BERT code which uses bottleneck adapters trained on relations from ConceptNet which acts as a source of external commonsense knowledge to improve downstream NLP task of multichoice reasoning

adapter-transformers

Huggingface Transformers + Adapters = ❤️

aurum-datadiscovery

bert-for-tf2

A Keras TensorFlow 2.0 implementation of BERT, ALBERT and adapter-BERT.

BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

Bringing-Old-Photos-Back-to-Life

Bringing Old Photo Back to Life (CVPR 2020 oral)

CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

cs231n.github.io

Public facing notes page

lingoai-tutorials

This repo is in it's early days. We'll use this for training and tutorials on things that we find interesting here at Lingo Search & AI

tensorflow-probability-100days

100 Days of Experimenting with TensorFlow Probability

nickb-/BERTopic

Leveraging BERT and c-TF-IDF to create easily interpretable topics.

nickb-/CLIP

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

nickb-/dash_doodler

Doodler. A web application built with plotly/dash for image segmentation with minimal supervision. Plays nicely with segmentation gym, https://github.com/Doodleverse/segmentation_gym

nickb-/dino

PyTorch code for Vision Transformers training with the Self-Supervised learning method DINO

nickb-/EMP-SSL

This repository contains the implementation for the paper "EMP-SSL: Towards Self-Supervised Learning in One Training Epoch."

nickb-/global-canopy-height-model

This repository contains the code used in the paper: A high-resolution canopy height model of the Earth. Here, we developed a model to estimate canopy top height anywhere on Earth. The model estimates canopy top height for every Sentinel-2 image pixel and was trained using sparse GEDI LIDAR data as a reference.

nickb-/HighResCanopyHeight

This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution canopy height maps from RGB imagery using self-supervised vision transformer and convolutional decoder trained on Aerial Lidar".

nickb-/ijepa

Official codebase for I-JEPA, the Image-based Joint-Embedding Predictive Architecture. First outlined in the CVPR paper, "Self-supervised learning from images with a joint-embedding predictive architecture."

nickb-/layer_masking

Code to reproduce our ICCV paper "Towards Improved Input Masking for Convolutional Neural Networks"

nickb-/litgpt

Pretrain, finetune, deploy 20+ LLMs on your own data. Uses state-of-the-art techniques: flash attention, FSDP, 4-bit, LoRA, and more.

nickb-/llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

nickb-/LLMs-from-scratch

Implementing a ChatGPT-like LLM from scratch, step by step

nickb-/machine-learning-book

Code Repository for Machine Learning with PyTorch and Scikit-Learn

nickb-/MachineLearning-QandAI-book

Machine Learning Q and AI book

nickb-/ml-engineering

Machine Learning Engineering Guides and Tools

nickb-/Next-ViT

nickb-/NextViT-tf

A Tensorflow implementation of "Next-ViT: Next Generation Vision Transformer for Efficient Deployment in Realistic Industrial Scenarios"

nickb-/nickb-.github.io

nickb-/pycon2024

Tutorial Materials for "The Fundamentals of Modern Deep Learning with PyTorch" workshop at PyCon 2024

nickb-/remote-sensing-datasets

Remote sensing datasets for machine and deep learning, model deployment & software

nickb-/segment-anything

The repository provides code for running inference with the SegmentAnything Model (SAM), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.

nickb-/SegNeXt

Official Pytorch implementations for "SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation" (NeurIPS 2022)

nickb-/sentinel2_superresolution

Super-resolution of 10 Sentinel-2 bands to 5-meter resolution, starting from L1C or L2A (Theia format) products.

nickb-/simpool

This repo contains the official implementation of ICCV 2023 paper "Keep It SimPool: Who Said Supervised Transformers Suffer from Attention Deficit?"

nickb-/STEGO

Unsupervised Semantic Segmentation by Distilling Feature Correspondences

nickb-/t-simcne

Unsupervised visualization of image datasets using contrastive learning

nickb-/transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

nickb-/Transformers-Tutorials

This repository contains demos I made with the Transformers library by HuggingFace.

nickb-/VICRegL

VICRegL official code base

nickb-/WeightWatcher

The WeightWatcher tool for predicting the accuracy of Deep Neural Networks