guacamol
Chemistry generator benchmarker
A Python package for benchmarking generative models in molecular design
Benchmarks for generative chemistry
414 stars
15 watching
84 forks
Language: Python
last commit: 9 months ago
Linked from 1 awesome list
Related projects:
Repository | Description | Stars |
---|---|---|
sparks-baird/matbench-genmetrics | Provides standardized benchmarks for evaluating the quality of generative models for crystal structures. | 34 |
facebookresearch/compilergym | A reinforcement learning environment library for compiler optimization tasks | 914 |
ahmedfgad/geneticalgorithmpython | A Python library implementing a genetic algorithm for optimization of machine learning models | 1,884 |
gugarosa/learnergy | A Python library providing an easy-to-use implementation of energy-based machine learning algorithms. | 65 |
chakkaradeep/pycodeagi | An AI-powered tool to generate Python applications based on user input | 181 |
gugarosa/nalp | A Python library for natural language processing with adversarial learning capabilities | 23 |
charlierguo/gmail | A Pythonic interface to Google's GMail | 1,772 |
bowang-lab/scgpt | A Jupyter Notebook-based framework for training and applying generative AI models to single-cell multi-omics data | 1,039 |
gugarosa/opfython | An implementation of an optimum-path forest classifier using Python | 34 |
ethicalml/xai | An eXplainability toolbox for machine learning that enables data analysis and model evaluation to mitigate biases and improve performance | 1,125 |
openai/procgen | A benchmark for evaluating reinforcement learning agent performance on procedurally generated game-like environments. | 1,021 |
guildai/guildai | Automates and optimizes machine learning experiments to capture run results and improve models | 870 |
openai/generating-reviews-discovering-sentiment | Generates reviews and discovers sentiment using a language model | 1,510 |
i-gallegos/fair-llm-benchmark | Compiles bias evaluation datasets and provides access to original data sources for large language models | 110 |
jolibrain/joligen | An integrated framework for training custom generative AI models | 244 |