Emmanuel Bonnet's Projects
Neural Networks: Zero to Hero
Noah Research
Walk through how to build a langchain x streamlit app using GPT4All
Notebooks using the Hugging Face libraries š¤
Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.
Notebook for my new solver book
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Official PyTorch implementation of ODISE: Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models [CVPR 2023 Highlight]
OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models
OmniXAI: A Library for eXplainable AI
ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator
Examples for using ONNX Runtime for machine learning inferencing.
Examples and guides for using the OpenAI API
Investment Research for Everyone, Anywhere.
MATLAB codes for optimal excitation trajectories
A hyperparameter optimization framework
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
Appendix A for my dissertation on - Understanding the potential of Page-Rank importance and its predictability in Patent Networks
Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
Create HTML profiling reports from pandas DataFrame objects
Jupyter notebook and datasets from the pandas Q&A video series
A collection of papers with new datasets!
The ParroT framework to enhance and regulate the Translation Abilities during Chat based on open-sourced LLMs (e.g., LLaMA-7b, Bloomz-7b1-mt) and human written translation and evaluation data.
Patent analysis using the Google Patents Public Datasets on BigQuery
Code, Notebooks and Examples from Practical Business Python
PeerGroupAnalysis