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This repository contains code for a near real-time news clustering and summarization solution using AWS services like Lambda, Step Functions, Kinesis, and Bedrock. It demonstrates how to efficientl…
Simple Extended BCubed implementation in Python for clustering evaluation
PEFT fine-tuning, Causal Inference, and Testing of Open-Source LLMs
Accessible large language models via k-bit quantization for PyTorch.
Therapeutics Commons (TDC): Multimodal Foundation for Therapeutic Science
A smile is all you need: Predicting limiting activity coefficients from SMILES with natural language processing
Multiresolution Graph Transformers and Wavelet Positional Encoding for Learning Long-Range and Hierarchical Structures
Evolutionary Scale Modeling (esm): Pretrained language models for proteins
Simulates polymer chain growth based on the Mayo Lewis equation and the Monte Carlo method
bert-loves-chemistry: a repository of HuggingFace models applied on chemical SMILES data for drug design, chemical modelling, etc.
Message Passing Neural Networks for Molecule Property Prediction
Graphormer is a general-purpose deep learning backbone for molecular modeling.
Original implementation of the paper "SMILES Transformer: Pre-trained Molecular Fingerprint for Low Data Drug Discovery" by Shion Honda et al.
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
Embeds text files into vectors, stores them on Pinecone, and enables semantic search using GPT3 and Langchain in a Next.js UI
Using LLM to automate literature reviews
Automatically profile dataframes in the Jupyter sidebar
High accuracy RAG for answering questions from scientific documents with citations
lopez-hector / paper-qa
Forked from Future-House/paper-qaLLM Chain for answering questions from documents with citations