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/TensorFlow-Examples
TensorFlow tutorials and code examples for beginners
arnocandel/ultrasound-nerve-segmentation-1
Kaggle Ultrasound Nerve Segmentation competition [Keras]
arnocandel/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.
arnocandel/neural-art-transfer
Tensorflow implementation of the paper "A Neural Algorithm of Artistic Style"
arnocandel/ultrasound-nerve-segmentation
Deep Learning Tutorial for Kaggle Ultrasound Nerve Segmentation competition, using Keras
arnocandel/Visual-Attention-Model
arnocandel/alpaca-lora
Instruct-tune LLaMA on consumer hardware
arnocandel/baselines
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
arnocandel/cpp-ethereum
Ethereum miner with CUDA and stratum support
arnocandel/CUDA
GPU-accelerated LIBSVM is a modification of the original LIBSVM that exploits the CUDA framework to significantly reduce processing time while producing identical results. The functionality and interface of LIBSVM remains the same. The modifications were done in the kernel computation, that is now performed using the GPU.
arnocandel/cuda-rpca-admm
A CUDA implementation of performing Robust PCA for foreground-background separation, using ADMM for optimization.
arnocandel/cudpp
CUDA Data Parallel Primitives Library
arnocandel/cvxflow
arnocandel/DeepQA
My tensorflow implementation of "A neural conversational model", a Deep learning based chatbot
arnocandel/feather
Feather: fast, interoperable binary data frame storage for Python, R, and more powered by Apache Arrow
arnocandel/gbm
Gradient boosted models
arnocandel/Grasp-and-lift-EEG-challenge
Code and documentation for the winning sollution to the Grasp-and-Lift EEG Detection challenge
arnocandel/gtk_perfbar
arnocandel/Kaggle-1
Codes for Kaggle Competitions
arnocandel/kaggle-allstate-claims-severity
2nd place solution for Allstate Claims Severity competition at Kaggle
arnocandel/kaggle_ndsb2017
Kaggle datascience bowl 2017
arnocandel/kmeans-1
kmeans
arnocandel/mkl-dnn
Intel(R) Math Kernel Library for Deep Neural Networks (Intel(R) MKL-DNN)
arnocandel/parenting
Parenting for Geeks
arnocandel/PINNs
Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations
arnocandel/santander_2016
The 3rd place solution for Santander Customer Satisfaction competition
arnocandel/Steal-ML
Model extraction attacks on Machine-Learning-as-a-Service platforms.
arnocandel/tensorflow
Computation using data flow graphs for scalable machine learning
arnocandel/thrust
Thrust is a parallel algorithms library which resembles the C++ Standard Template Library (STL).
arnocandel/xgboost
Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow