Karl

Genomic-ULMFiT. ULMFiT for Genomic Sequence Data

ML-DL-Projects. Personal projects using machine learning and deep learning techniques

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

OTDD. Python implementation of Geometric Dataset Distances via Optimal Transport

Deep-Synthesis. A deep learning framework for predicting chemical synthesis

Enhance-app. Demo web app for image resolution enhancement using fast.ai

Oil-Tank-Volume-Estimation. Estimating volumes of floating head oil tanks using shadows

MarsGAN. GAN trained on satellite photos of Mars

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

Airbus-Ship-Detection. Solution to Kaggle's Airbus Ship Detection Challenge

Food101-Classification. Training classification model on the Food-101 dataset

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

roberta_zinc_480m. Roberta MLM trained on 480 SMILES from ZINC

gpt2_zinc_87m. GPT2 language model trained on 480 SMILES from ZINC

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

roberta_zinc_decoder. GPT2 language model decoder