Vamshi Ambati's starred repositories
predictionio
PredictionIO, a machine learning server for developers and ML engineers.
deep-learning-coursera
Deep Learning Specialization by Andrew Ng on Coursera.
featuretools
An open source python library for automated feature engineering
ipex-llm
Accelerate local LLM inference and finetuning (LLaMA, Mistral, ChatGLM, Qwen, Baichuan, Mixtral, Gemma, Phi, MiniCPM, etc.) on Intel CPU and GPU (e.g., local PC with iGPU, discrete GPU such as Arc, Flex and Max); seamlessly integrate with llama.cpp, Ollama, HuggingFace, LangChain, LlamaIndex, GraphRAG, DeepSpeed, vLLM, FastChat, Axolotl, etc.
DeepLearningProject
An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.
awesome-healthcare
Curated list of awesome open source healthcare software, libraries, tools and resources.
mimic-code
MIMIC Code Repository: Code shared by the research community for the MIMIC family of databases
deepDiagnosis
A torch package for learning diagnosis models from temporal patient data.
rnn_predict
Simple RNN (Gated Recurrent Units) for predicting a diagnosis