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3d-zernike-descriptors

3D Zernike Descriptors on point clouds, meshes and voxel grids

airbus-ship-detection

Solution to Kaggle's Airbus Ship Detection Challenge

cnn_viewer

Code for saving CNN activations as images or animations. Designed to work with FastAI.

cv

Personal CV

deep-synthesis

A deep learning framework for predicting chemical synthesis

enhance-app

Demo web app for image resolution enhancement using fast.ai

food101-classification

Training classification model on the Food-101 dataset

genomic-ulmfit

ULMFiT for Genomic Sequence Data

gpt2_zinc_87m

GPT2 language model trained on 480 SMILES from ZINC

insight_project_framework

Framework for machine learning projects at Insight Data Science

kaggle-humpback

Kaggle Whale Detection Challenge

kheyer.github.io

marsgan

GAN trained on satellite photos of Mars

ml-dl-projects

Personal projects using machine learning and deep learning techniques

nbdev_test

test using nbdev

oil-tank-volume-estimation

Estimating volumes of floating head oil tanks using shadows

opennmt-py

Open Source Neural Machine Translation in PyTorch

otdd

Python implementation of Geometric Dataset Distances via Optimal Transport

qdrant_tei

Docker-Compose system for linking Qdrant vector database with Huggingface Text Embedding Inference

restful-app

RESTful web application

retrosynthesis-prediction

Retrosynthesis reaction prediction using Transformer sequence to sequence models and SMILES based data augmentation

roberta_zinc_480m

Roberta MLM trained on 480 SMILES from ZINC

roberta_zinc_decoder

GPT2 language model decoder

simple_cpu_embedding_server

Basic FastAPI server for computing embeddings with Huggingface models

unix-server-configuration

Configuring Ubuntu 18 server to host Flask application