Pinned Repositories
algosds
bayesPlayground
Trying out different Bayesian methods in python from different packages. Focus on sklearn and pymc3.
big-data
Resources for and thoughts about working with large amounts of real data.
blog
updated work on blog using python
CenterNet2
Two-stage CenterNet
cloudconnect
content-aws-soa-c01
AWS Certified SysOps Administrator - Associate (SOA-C01)
cpp_tutorial
Workthrough of some cpp
DCNv2_latest
DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)
dotfiles
My dot file configs.
robahall's Repositories
robahall/algosds
robahall/bayesPlayground
Trying out different Bayesian methods in python from different packages. Focus on sklearn and pymc3.
robahall/blog
updated work on blog using python
robahall/CenterNet2
Two-stage CenterNet
robahall/cloudconnect
robahall/content-aws-soa-c01
AWS Certified SysOps Administrator - Associate (SOA-C01)
robahall/cpp_tutorial
Workthrough of some cpp
robahall/DCNv2_latest
DCNv2 supports decent pytorch such as torch 1.5+ (now 1.8+)
robahall/dotfiles
My dot file configs.
robahall/dcnv2_trt
TensorRT plugin forDCNv2 layer in ONNX model
robahall/deployFastAPI
Boilerplate ML + FastAPI + Docker
robahall/DLTutorialPyTorch
Working through boilerplate PyTorch
robahall/dlwpt-code
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
robahall/flaskTutorial
How to deploy a ML model with flask
robahall/GradDesc
Various Gradient Descent algorithms
robahall/hcdr
Home Credit Default Risk Kaggle competition.
robahall/lendingclubproject
My project on data cleaning and using machine learning to predict defaults.
robahall/LunaSegCV
Segmentation and CV with pl
robahall/MLAlgoProjects
Tutorials of ML
robahall/mm-github-pages-starter
Minimal Mistakes GitHub Pages site starter
robahall/NLPTutorials
robahall/objectDetection
Tutorials on Object Detection for video
robahall/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 ;)
robahall/robahall.github.io
robahall/sentProject
Branch of NLP I'm exploring
robahall/server_code
grpc + Triton
robahall/smlondon
EDA, modeling and predicitions of smart meters in London.
robahall/titanicKaggle
Updated Titanic Kaggle to refresh some basics before hackathon.
robahall/tswalkthrough
robahall/yoltv4
Better, faster, peering over yonder. Improved large scale object detection in aerial/satellite imagery.