daveh19
Numerical scientist, specialising in high-performance numerical simulations and inference models. Currently working on Causality Theory and out-of-sample AI/ML.
Berlin, Germany
Pinned Repositories
ai-guideline
Guideline for AI based Medical Devices
CriticLearning
Actor-Critic simulator for catastrophic failure to learn during task roving in humans. It turns out that the unsupervised bias is not the cause of the failure to learn.
ds-containers
Containers for data science
foxy-predictor
Group project to implement a full data science workflow. The goal is a system capable of hosting multiple predictive models for the German federal elections in 2017.
GPU_workshop
IndependentLIFsimulator
Simulate multiple independent leaky integrate-and-fire neurons. Incorporates synaptic plasticity model. Useful for comparing effect of independence vs causal synaptic coupling on synaptic plasticity.
MFNetwork
Numerical integration of mean-field equations for large-scale leaky integrate-and-fire neuronal network simulations incorporating synaptic plasticity via Graupner Brunel model. Includes support for a memory-induction stim-pop.
pydataberlin2016
pydataberlin2017
Slides and code for PyData Berlin 2017, Introduction to Julia, tutorial.
Xclnet
OpenCL-based neuronal network simulator. Incorporates synaptic plasticity based on event-based implementation of Graupner-Brunel algorithm. Neurons are encoded as leaky integrate-and-fire (LIF). Synapses are current based and are available as both direct delta-currents and a difference-of-exponentials.
daveh19's Repositories
daveh19/CriticLearning
Actor-Critic simulator for catastrophic failure to learn during task roving in humans. It turns out that the unsupervised bias is not the cause of the failure to learn.
daveh19/AppFlowy
AppFlowy is an open-source alternative to Notion. You are in charge of your data and customizations. Built with Flutter and Rust.
daveh19/Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
daveh19/auton-survival
Auton Survival - an open source package for Regression, Counterfactual Estimation, Evaluation and Phenotyping with Censored Time-to-Events
daveh19/awesome-data-centric-ai
Data Centric AI resources
daveh19/Awesome-Prompt-Engineering
This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc
daveh19/bert-for-radiology
BERT implementation for radiology full-text reports
daveh19/cap-table-tool
Cap Table and Exit Waterfall Tool, https://foresight.is/cap-table
daveh19/causallib
A Python package for modular causal inference analysis and model evaluations
daveh19/cleanlab
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
daveh19/dicom-fhir-converter
Converts DICOM Resources to FHIR Resources
daveh19/explainable-predictive-models
daveh19/following-instructions-human-feedback
daveh19/it-security-guideline
Guideline IT Security
daveh19/langchain
⚡ Building applications with LLMs through composability ⚡
daveh19/llama_index
LlamaIndex (GPT Index) is a project that provides a central interface to connect your LLM's with external data.
daveh19/maui
Multi-omics Autoencoder Integration: Deep learning-based heterogenous data analysis toolkit
daveh19/medAlpaca
LLM finetuned for medical question answering
daveh19/NAT-ML
daveh19/neoadjuvant-therapy-response-predictor
daveh19/Neuromatch-Academy
Preparatory Materials, Self-guided Learning, and Project Management for Neuromatch Academy activities
daveh19/organoid_biomarker_detection
daveh19/PA-R-Study-Manual
An online study guide for the SOA's predictive analytics exam.
daveh19/PlotNeuralNet
Latex code for making neural networks diagrams
daveh19/pytorch-image-models
PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more
daveh19/randomForestSRC
DOCUMENTATION:
daveh19/researchgpt
A LLM based research assistant that allows you to have a conversation with a research paper
daveh19/tds_features_important_doesnt_mean_good
daveh19/tech-and-funding-toolkit
:money_with_wings: :chart_with_upwards_trend: :rocket: Tech and Funding Toolkit
daveh19/toolbox
Toolbox - generic utilities for data processing (e.g., parsing, proximity, guild scoring, etc...)