arnocandel
CTO at H2O.ai, ML, AI, GenAI, Deep Learning, Data Science, H2O-3, H2O Driverless AI, h2oGPTe. Kaggle Master, PhD Physics ETH, Stanford Linear Accelerator.
http://h2o.aiLos Gatos, CA
Pinned Repositories
kaggle_ndsb2
3rd place solution for the second kaggle national datascience bowl
LightGBM
LightGBM is a fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
neural-art-transfer
Tensorflow implementation of the paper "A Neural Algorithm of Artistic Style"
TensorFlow-Examples
TensorFlow tutorials and code examples for beginners
ultrasound-nerve-segmentation
Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras
ultrasound-nerve-segmentation-1
Kaggle Ultrasound Nerve Segmentation competition [Keras]
driverlessai-recipes
Recipes for Driverless AI
enterprise-h2ogpte
Client Code Examples, Use Cases and Benchmarks for Enterprise h2oGPTe RAG-Based GenAI Platform
h2o-3
H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.
h2ogpt
Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://gpt-docs.h2o.ai/
arnocandel's Repositories
arnocandel/kaggle_ndsb2
3rd place solution for the second kaggle national datascience bowl
arnocandel/CUDAkalmanFilter
Implemented the Kalman Filter Algorithms on GPU using CUDA programming language. Analysed the run-time performance gain obtained by parallel computation of the various stages of the algorithm.Speed up of 1000x is observed for large input sets.
arnocandel/kmeans
A CUDA implementation of the k-means clustering algorithm
arnocandel/pogs-python
Python interface for POGS