Ryan Lambert's repositories
3d_model_retriever
Experimenting with a newly published deep learning paper and how it can be used for content-based 3D model retrieval. (info retrieval for CAD)
label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
amazon-sagemaker-examples
Example notebooks that show how to apply machine learning, deep learning and reinforcement learning in Amazon SageMaker
binvox-rw-py
Python module to read and write .binvox files.
for_candidate
Takehome project I spent a few days on
llama_index
GPT Index (LlamaIndex) is a project consisting of a set of data structures designed to make it easier to use large external knowledge bases with LLMs.
gpt-repository-loader
Convert code repos into an LLM prompt-friendly format. Mostly built by GPT-4.
Kalman-and-Bayesian-Filters-in-Python
Kalman Filter book using Jupyter Notebook. Focuses on building intuition and experience, not formal proofs. Includes Kalman filters,extended Kalman filters, unscented Kalman filters, particle filters, and more. All exercises include solutions.
langchain
⚡ Building applications with LLMs through composability ⚡
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
pytorch-Deep-Learning
Deep Learning (with PyTorch)
scikit-learn
scikit-learn: machine learning in Python