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High accuracy RAG for answering questions from scientific documents with citations
OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, etc) over 100+ datasets.
Synthesizing and manipulating 2048x1024 images with conditional GANs
GT4SD, an open-source library to accelerate hypothesis generation in the scientific discovery process.
List of Molecular and Material design using Generative AI and Deep Learning
Simple tutorials on Pytorch DDP training
Official Repository for the Uni-Mol Series Methods
PyTorch implementation of the Option-Critic framework, Harb et al. 2016
MindSpore implementations of deep reinforcement learning algorithms and environments
AI framework for Reinforcement Learning, Automated Planning and Scheduling
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKT…
Pytorch Implementation of DQN / DDQN / Prioritized replay/ noisy networks/ distributional values/ Rainbow/ hierarchical RL
PyTorch Implementation of Model-based Policy Optimization
Solutions to exercises in Reinforcement Learning: An Introduction (2nd Edition).
Solutions of Reinforcement Learning, An Introduction
An overview of literature that discusses the use of machine learning for atomistic simulations
Tutorials using the R implementation of the Expression Variance and Evolution (EVE) model described in https://doi.org/10.1093/sysbio/syv042
Ornstein-Uhlenbeck models for phylogenetic comparative hypotheses
EVEE-Tools is a suite of scripts for analyzing expression evolution across species.
Simple tools for data analysis for molecular biology of RNA
Single-cell analysis in Python. Scales to >100M cells.