Projects in Awesome Lists by akensert
A curated list of projects in awesome lists by akensert .
https://github.com/akensert/molgraph
Graph neural networks for molecular machine learning. Implemented and compatible with TensorFlow and Keras.
bioinformatics cheminformatics computational-biology computational-chemistry deep-learning graph-neural-networks graphs keras machine-learning tensorflow
Last synced: 12 Jul 2025
https://github.com/akensert/deep-learning-peak-detection
Implementation of a deep learning model for finding peaks in RPLC output
Last synced: 13 Apr 2025
https://github.com/akensert/gcn-retention-time-predictions
Implementation of graph convolutional networks to predict chromatographic retention times.
Last synced: 13 Apr 2025
https://github.com/akensert/autoencoder-chromatogram-enhancement
Implementation of a denoising Autoencoder to reduce noise in chromatograms.
Last synced: 17 Oct 2025
https://github.com/akensert/reinforceable
Deep reinforcement learning implementations with TensorFlow and TensorFlow probability.
deep-learning keras reinforcement-learning tensorflow tensorflow-probability
Last synced: 15 Apr 2026
https://github.com/akensert/keras-weighted-multilabel-binary-crossentropy
Weighted Binary-Crossentropy for multilabel classification in Keras
Last synced: 09 Aug 2025
https://github.com/akensert/cell-segmentation
Python script for segmenting cells in biological images
Last synced: 29 Mar 2025
https://github.com/akensert/neural-network-from-scratch
A neural network implementation from scratch in Python
Last synced: 29 Mar 2025
https://github.com/akensert/kaggle-siim-isic-melanoma-classification
Melanoma classification based on raw image data using deep neural networks. TFRecordDataset is used to optimize the input pipeline.
Last synced: 29 Mar 2025
https://github.com/akensert/genetic-algorithm
A genetic/evolutionary algorithm that evolves to print out "Hello, World!" correctly.
Last synced: 29 Mar 2025
https://github.com/akensert/molcraft
Generative deep learning for molecules using transformers.
computational-chemistry deep-learning machine-learning molecules smiles transformers
Last synced: 25 Mar 2025
https://github.com/akensert/pepgraph
Graph tensors and networks with TensorFlow and its ExtensionType API.
Last synced: 29 Mar 2025
https://github.com/akensert/ddqn-isocratic-scouting-runs
Implementation of a double deep Q-learning algorithm to select optimal isocratic scouting runs in liquid chromatography.
Last synced: 29 Mar 2025
https://github.com/akensert/kaggle-tweet-sentiment-extraction
Aims to extract sentiments from paragraphs using advanced language models like XLNet and RoBERTa .
Last synced: 29 Mar 2025
https://github.com/akensert/ddpg-optimal-scouting-runs
Deep deterministic policy gradient algorithm for the selection of optimal gradient scouting runs
Last synced: 27 Jun 2025